Expression of MTPN 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

MTPN is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 77.41

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

61.9

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	123.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	123.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	122.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	116.5
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	104.5
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	99.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	96.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	95.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	94.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	92.4
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	91.4
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	85.9
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	85.3
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	85.0
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	84.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	84.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	83.8
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	80.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	78.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	76.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	74.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	72.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	70.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	68.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	67.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	67.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	67.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	66.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	65.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	62.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	62.2
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	58.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	58.6
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	55.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	53.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	50.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	50.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	50.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	50.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	49.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	49.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	43.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	43.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	43.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	42.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	41.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	41.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	39.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	39.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	38.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	38.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	36.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	35.6
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	34.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	34.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	31.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	31.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	30.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	28.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	27.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	23.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	22.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	21.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	18.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 41.68

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

63.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	221.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	207.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	166.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	166.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	158.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	156.9
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	150.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	140.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	126.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	124.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	122.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	122.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	122.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	120.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	120.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	113.6
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	110.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	109.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	109.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	109.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	107.5
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	107.2
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	106.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	106.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	105.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	105.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	104.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	104.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	103.5
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	102.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	101.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	101.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	101.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	101.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	100.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	100.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	99.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	99.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	98.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	97.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	97.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	97.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	96.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	95.9
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	95.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	95.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	95.2
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	94.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	94.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	93.8
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	93.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	93.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	93.5
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	93.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	93.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	92.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	92.5
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	92.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	91.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	91.6
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	91.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	91.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	91.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	91.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	90.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	90.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	90.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	90.2
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	90.1
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	90.0
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	89.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	89.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	89.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	89.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	89.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	89.2
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	89.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	89.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	87.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	87.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	87.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	87.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	86.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	86.6
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	86.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	86.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	86.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	85.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	85.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	85.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	85.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	84.9
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	84.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	84.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	84.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	84.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	84.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	84.5
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	84.3
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	84.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	84.2
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	84.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	84.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	83.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	83.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	83.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	83.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	83.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	82.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	82.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	82.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	82.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	82.3
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	82.3
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	82.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	81.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	81.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	81.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	81.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	81.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	81.0
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	80.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	80.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	80.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	80.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	80.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	80.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	80.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	80.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	79.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	79.8
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	79.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	79.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	79.7
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	79.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	79.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	79.1
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	78.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	78.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	78.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	78.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	78.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	78.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	78.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	78.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	77.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	77.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	77.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	76.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	76.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	76.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	76.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	76.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	76.4
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	76.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	76.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	76.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	76.1
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	76.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	75.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	75.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	75.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	75.5
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	75.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	75.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	75.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	75.2
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	75.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	75.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	74.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	74.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	74.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	74.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	74.1
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	73.8
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	73.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	73.5
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	73.5
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	73.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	72.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	72.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	72.8
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	72.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	72.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	72.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	72.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	72.3
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	72.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	72.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	72.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	72.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	71.9
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	71.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	71.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	71.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	71.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	71.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	70.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	70.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	70.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	70.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	70.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	70.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	70.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	70.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	70.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	70.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	70.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	70.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	69.9
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	69.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	69.9
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	69.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	69.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	69.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	69.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	69.5
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	69.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	69.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	69.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	68.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	68.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	68.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	68.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	68.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	68.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	68.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	67.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	67.7
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	67.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	67.6
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	67.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	67.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	67.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	67.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	67.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	66.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	66.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	66.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	66.7
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	66.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	66.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	66.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	66.4
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	66.4
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	66.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	66.2
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	66.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	66.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	65.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	65.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	65.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	65.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	65.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	65.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	65.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	65.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	65.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	65.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	64.8
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	64.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	64.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	64.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	64.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	63.9
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	63.7
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	63.7
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	63.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	63.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	63.6
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	63.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	63.3
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	63.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	62.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	62.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	62.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	62.1
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	62.0
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	61.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	61.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	61.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	61.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	61.2
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	60.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	60.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	60.6
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	60.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	60.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	59.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	59.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	59.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	59.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	59.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	59.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	59.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	59.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	58.8
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	58.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	58.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	58.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	58.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	58.1
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	57.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	57.9
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	57.7
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	57.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	57.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	57.5
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	57.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	57.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	57.0
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	57.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	57.0
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	57.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	56.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	56.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	56.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	56.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	55.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	55.9
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	55.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	55.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	55.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	55.1
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	55.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	55.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	55.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	54.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	54.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	54.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	54.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	54.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	54.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	54.4
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	54.3
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	54.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	54.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	54.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	53.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	53.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	53.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	53.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	53.4
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	53.2
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	53.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	53.0
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	53.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	52.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	52.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	52.8
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	52.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	52.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	51.8
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	51.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	51.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	51.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	51.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	50.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	50.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	50.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	50.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	50.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	50.6
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	50.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	50.4
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	50.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	49.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	49.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	49.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	49.6
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	49.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	49.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	49.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	49.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	48.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	48.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	48.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	48.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	48.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	48.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	48.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	47.7
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	47.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	46.8
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	46.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	46.3
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	46.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	46.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	45.7
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	45.7
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	45.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	45.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	45.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	44.8
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	44.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	44.7
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	44.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	44.5
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	44.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	44.0
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	43.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	43.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	43.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	43.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	43.3
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	43.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	43.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	42.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	42.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	42.5
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	42.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	41.7
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	41.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	41.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	41.3
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	41.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	40.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	40.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	40.7
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	40.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	40.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	40.0
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	39.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	39.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	39.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	39.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	38.9
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	38.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	38.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	37.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	37.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	37.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	37.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	37.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	37.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	36.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	36.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	36.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	36.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	35.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	35.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	35.6
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	35.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	35.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	35.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	35.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	35.0
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	34.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	34.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	34.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	34.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	34.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	33.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	33.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	33.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	33.1
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	32.7
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	32.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	32.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	32.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	31.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	31.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	31.6
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	31.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	31.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	30.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	30.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	30.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	29.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	29.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	29.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	29.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	29.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	28.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	28.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	27.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	27.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	27.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	26.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	26.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	26.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	26.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	25.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	25.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	25.4
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	25.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	24.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	24.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	24.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	24.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	23.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	23.4
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	23.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	23.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	22.8
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	22.3
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	22.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	21.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	20.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	20.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	19.4
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	19.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	18.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	18.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	17.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	17.6
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	17.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	17.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	16.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	16.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	14.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	13.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	12.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	12.0
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	11.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	10.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	10.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	10.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	9.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	8.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	7.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 70.66

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

84.2

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	144.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	131.8
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	131.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	128.4
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	127.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	127.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	123.2
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	120.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	117.7
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	113.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	110.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	108.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	106.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	105.1
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	104.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	101.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	101.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	101.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	100.0
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	99.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	98.9
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	98.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	98.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	97.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	96.4
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	96.4
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	96.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	94.3
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	94.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	92.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	92.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	91.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	91.6
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	91.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	90.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	89.9
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	89.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	89.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	89.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	88.4
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	88.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	87.7
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	87.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	87.2
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	86.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	85.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	85.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	84.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	84.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	84.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	83.7
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	83.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	83.3
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	82.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	82.5
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	82.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	82.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	81.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	80.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	80.4
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	80.0
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	79.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	79.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	79.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	79.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	79.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	79.1
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	78.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	78.7
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	78.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	77.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	77.5
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	76.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	75.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	74.4
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	74.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	73.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	72.8
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	72.1
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	69.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	68.6
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	67.8
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	63.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	61.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	57.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	57.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	56.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	56.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	55.8
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	54.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	54.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	54.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	48.2
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	46.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	46.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	46.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	39.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	33.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	33.6
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	30.9
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 47.11

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

58.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	185.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	172.1
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	170.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	164.5
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	157.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	156.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	144.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	141.5
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	140.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	134.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	133.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	131.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	125.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	123.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	119.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	119.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	116.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	115.2
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	113.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	112.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	111.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	111.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	109.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	107.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	107.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	105.8
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	104.4
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	102.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	101.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	101.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	99.1
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	98.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	98.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	98.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	97.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	96.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	95.8
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	93.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	92.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	92.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	91.6
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	90.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	90.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	89.9
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	89.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	88.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	88.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	87.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	87.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	87.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	86.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	84.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	82.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	81.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	81.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	81.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	80.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	80.4
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	80.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	79.7
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	79.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	79.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	78.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	78.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	78.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	78.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	77.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	77.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	76.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	76.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	76.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	76.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	75.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	75.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	75.3
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	74.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	73.9
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	73.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	73.7
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	72.4
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	71.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	71.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	71.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	70.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	70.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	69.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	69.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	69.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	69.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	69.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	68.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	68.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	68.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	67.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	67.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	67.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	67.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	66.2
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	65.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	64.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	63.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	63.1
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	63.0
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	62.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	62.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	62.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	62.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	61.5
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	61.1
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	61.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	61.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	60.7
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	60.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	60.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	60.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	59.6
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	59.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	59.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	58.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	58.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	58.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	57.9
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	57.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	57.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	57.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	57.3
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	57.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	55.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	55.3
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	55.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	55.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	54.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	54.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	54.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	53.9
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	53.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	52.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	51.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	51.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	50.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	50.5
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	50.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	50.3
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	50.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	49.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	49.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	49.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	49.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	49.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	48.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	48.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	48.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	48.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	48.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	48.1
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	47.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	47.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	47.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	47.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	47.2
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	47.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	47.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	47.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	46.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	46.8
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	46.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	46.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	46.3
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	46.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	46.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	45.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	45.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	45.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	45.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	45.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	45.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	44.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	44.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	43.8
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	43.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	43.1
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	42.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	42.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	42.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	42.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	41.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	41.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	41.3
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	41.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	41.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	40.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	40.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	40.7
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	40.6
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	40.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	39.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	39.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	38.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	38.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	38.1
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	37.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	37.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	37.0
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	37.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	36.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	36.8
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	36.7
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	36.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	36.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	36.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	36.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	35.6
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	35.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	34.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	34.5
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	34.4
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	34.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	33.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	33.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	32.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	32.7
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	32.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	32.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	32.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	32.1
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	31.6
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	31.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	31.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	31.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	31.2
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	30.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	30.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	30.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	29.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	29.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	29.2
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	29.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	28.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	27.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	27.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	27.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	27.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	27.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	27.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	27.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	27.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	26.9
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	26.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	26.3
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	25.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	25.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	24.6
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	24.5
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	24.5
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	24.1
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	23.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	23.5
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	23.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	22.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	21.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	21.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	21.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	20.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	20.7
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	19.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	17.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	16.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	16.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	16.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	15.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	15.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	15.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	13.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	13.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	12.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	12.4
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	10.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	9.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	8.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	7.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	6.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	3.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0012280003	Tumor	1.1
CPT0012080003	Tumor	1.0
CPT0011410003	Tumor	0.8
CPT0078510003	Tumor	0.8
CPT0023350003	Tumor	0.7
CPT0011240003	Tumor	0.7
CPT0088550004	Tumor	0.6
CPT0017410003	Tumor	0.5
CPT0021240003	Tumor	0.5
CPT0076330003	Tumor	0.5
CPT0078660003	Tumor	0.5
CPT0019130003	Tumor	0.5
CPT0084560003	Tumor	0.4
CPT0088970003	Tumor	0.4
CPT0000780007	Tumor	0.4
CPT0079410003	Tumor	0.4
CPT0012370003	Tumor	0.4
CPT0015810003	Tumor	0.4
CPT0010160003	Tumor	0.4
CPT0014450004	Tumor	0.4
CPT0025230003	Tumor	0.4
CPT0079380003	Tumor	0.4
CPT0071150004	Tumor	0.4
CPT0025050003	Tumor	0.4
CPT0025110003	Tumor	0.4
CPT0009000003	Tumor	0.4
CPT0002350011	Tumor	0.4
CPT0088630003	Tumor	0.4
CPT0000640003	Tumor	0.3
CPT0025880003	Tumor	0.3
CPT0092290003	Tumor	0.3
CPT0077490003	Tumor	0.3
CPT0024670003	Tumor	0.3
CPT0026410003	Tumor	0.3
CPT0012670003	Tumor	0.3
CPT0006630003	Tumor	0.3
CPT0085670003	Tumor	0.3
CPT0001340003	Tumor	0.3
CPT0078830003	Tumor	0.3
CPT0001540009	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0089020003	Tumor	0.3
CPT0006440003	Tumor	0.3
CPT0088480003	Tumor	0.3
CPT0066480003	Tumor	0.3
CPT0000870016	Tumor	0.3
CPT0081880003	Tumor	0.3
CPT0066470004	Tumor	0.3
CPT0001180009	Tumor	0.3
CPT0077110003	Tumor	0.3
CPT0081990003	Tumor	0.3
CPT0081600003	Tumor	0.2
CPT0012900004	Tumor	0.2
CPT0075130003	Tumor	0.2
CPT0063630003	Tumor	0.2
CPT0086950003	Tumor	0.2
CPT0007860003	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0012550003	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0079230003	Tumor	0.2
CPT0019990003	Tumor	0.2
CPT0001500009	Tumor	0.2
CPT0065750003	Tumor	0.2
CPT0092730003	Tumor	0.2
CPT0089460004	Tumor	0.2
CPT0065930003	Tumor	0.2
CPT0086030003	Tumor	0.2
CPT0079510001	Normal	0.2
CPT0088760003	Tumor	0.2
CPT0075720003	Tumor	0.2
CPT0078990003	Tumor	0.2
CPT0006900003	Tumor	0.2
CPT0065870003	Tumor	0.2
CPT0010120001	Normal	0.1
CPT0017850003	Tumor	0.1
CPT0065690003	Tumor	0.1
CPT0012180003	Tumor	0.1
CPT0009060003	Tumor	0.1
CPT0002270011	Tumor	0.1
CPT0088690003	Tumor	0.1
CPT0025350003	Tumor	0.1
CPT0025290003	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0064370003	Tumor	0.1
CPT0020120003	Tumor	0.1
CPT0063320003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0065430003	Tumor	0.1
CPT0015910003	Tumor	0.0
CPT0092190003	Normal	0.0
CPT0010110003	Tumor	0.0
CPT0001220008	Tumor	0.0
CPT0014370004	Tumor	0.0
CPT0079300001	Normal	0.0
CPT0025170003	Tumor	0.0
CPT0086870003	Tumor	0.0
CPT0079270003	Tumor	0.0
CPT0092790003	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0001260009	Tumor	0.0
CPT0079180003	Tumor	0.0
CPT0023690003	Tumor	0.0
CPT0078930003	Tumor	0.0
CPT0078800003	Tumor	0.0
CPT0065810003	Tumor	0.0
CPT0069160003	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0009020003	Normal	0.0
CPT0007870001	Normal	-0.1
CPT0086820003	Tumor	-0.1
CPT0075570001	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0092800003	Normal	-0.1
CPT0015730003	Tumor	-0.1
CPT0063330001	Normal	-0.1
CPT0025060001	Normal	-0.1
CPT0012920003	Normal	-0.1
CPT0012570003	Normal	-0.1
CPT0069010001	Normal	-0.1
CPT0012640003	Normal	-0.1
CPT0078670001	Normal	-0.1
CPT0077320001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0075560003	Tumor	-0.1
CPT0086890003	Normal	-0.2
CPT0019160001	Normal	-0.2
CPT0086370003	Normal	-0.2
CPT0014470001	Normal	-0.2
CPT0092310003	Normal	-0.2
CPT0001510001	Normal	-0.2
CPT0081620001	Normal	-0.2
CPT0001550001	Normal	-0.2
CPT0018250001	Normal	-0.2
CPT0014130001	Normal	-0.2
CPT0007470001	Normal	-0.2
CPT0088570001	Normal	-0.2
CPT0092160003	Tumor	-0.2
CPT0077500001	Normal	-0.2
CPT0025610001	Normal	-0.2
CPT0087040003	Tumor	-0.2
CPT0078940001	Normal	-0.2
CPT0079000001	Normal	-0.2
CPT0002370001	Normal	-0.2
CPT0024680001	Normal	-0.2
CPT0075170001	Normal	-0.2
CPT0009080003	Normal	-0.2
CPT0063640001	Normal	-0.2
CPT0001270001	Normal	-0.2
CPT0086830003	Normal	-0.2
CPT0069190001	Normal	-0.2
CPT0001350001	Normal	-0.2
CPT0006730001	Normal	-0.2
CPT0025920001	Normal	-0.2
CPT0023360001	Normal	-0.2
CPT0006950001	Normal	-0.2
CPT0087050003	Normal	-0.2
CPT0006530001	Normal	-0.3
CPT0086970003	Normal	-0.3
CPT0077140001	Normal	-0.3
CPT0020130001	Normal	-0.3
CPT0064400001	Normal	-0.3
CPT0000790001	Normal	-0.3
CPT0013790003	Normal	-0.3
CPT0084590001	Normal	-0.3
CPT0088920001	Normal	-0.3
CPT0017450001	Normal	-0.3
CPT0007320003	Tumor	-0.3
CPT0082010001	Normal	-0.3
CPT0088710001	Normal	-0.3
CPT0088780001	Normal	-0.3
CPT0020020001	Normal	-0.3
CPT0014350001	Normal	-0.3
CPT0000890001	Normal	-0.3
CPT0088640003	Normal	-0.3
CPT0066520001	Normal	-0.3
CPT0089480003	Normal	-0.3
CPT0012290003	Normal	-0.3
CPT0092740003	Normal	-0.3
CPT0001230001	Normal	-0.3
CPT0065450001	Normal	-0.3
CPT0023710001	Normal	-0.3
CPT0088500001	Normal	-0.3
CPT0012090003	Normal	-0.4
CPT0000660001	Normal	-0.4
CPT0001190001	Normal	-0.4
CPT0026420001	Normal	-0.4
CPT0078530001	Normal	-0.4
CPT0012770003	Normal	-0.4
CPT0014160003	Tumor	-0.4
CPT0010170001	Normal	-0.4
CPT0066430001	Normal	-0.5
CPT0078840001	Normal	-0.5
CPT0089040001	Normal	-0.5
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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 HPA019735
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