Expression of PTER 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

PTER is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.11

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

7.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	23.6
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	19.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	18.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	16.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	16.3
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	16.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	15.2
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	13.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	12.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	11.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	11.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	11.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	10.8
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	10.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	10.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	10.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	10.3
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	9.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	9.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	9.5
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	9.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	8.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	8.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	8.4
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	8.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	8.4
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	8.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	7.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	7.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	7.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	7.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	7.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	6.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	6.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	6.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	6.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	5.7
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	5.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	5.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	5.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	5.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	5.0
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	4.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	4.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	4.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	4.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	4.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	4.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	4.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	3.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	3.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	3.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	3.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	3.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	3.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	2.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	2.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	2.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	2.8
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	2.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	2.1
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	0.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.18

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

24.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	479.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	289.9
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	283.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	256.2
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	229.8
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	210.3
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	208.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	204.9
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	167.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	151.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	149.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	146.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	138.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	130.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	121.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	114.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	113.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	111.1
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	110.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	102.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	102.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	99.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	99.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	98.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	98.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	92.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	88.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	86.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	82.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	78.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	78.2
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	76.4
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	75.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	74.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	71.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	69.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	68.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	68.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	65.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	65.1
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	62.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	60.3
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	59.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	59.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	58.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	58.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	57.3
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	57.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	57.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	54.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	53.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	52.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	52.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	52.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	50.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	49.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	48.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	47.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	46.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	45.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	45.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	45.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	43.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	43.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	42.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	41.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	40.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	40.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	37.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	35.8
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	35.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	35.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	35.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	33.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	33.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	32.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	32.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	31.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	31.9
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	31.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	31.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	31.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	31.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	31.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	31.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	30.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	29.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	29.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	29.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	29.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	28.2
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	27.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	27.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	27.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	27.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	27.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	26.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	26.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	26.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	26.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	25.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	25.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	25.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	25.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	25.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	25.3
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	25.1
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	24.4
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	24.4
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	24.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	24.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	24.0
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	24.0
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	24.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	23.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	23.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	23.6
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	23.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	23.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	23.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	22.9
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	22.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	22.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	22.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	22.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	22.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	22.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	22.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	21.8
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	21.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	21.4
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	21.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	21.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	21.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	21.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	21.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	21.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	20.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	20.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	20.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	20.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	20.4
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	20.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	20.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	20.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	20.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	20.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	20.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	20.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	19.9
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	19.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	19.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	19.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	19.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	19.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	19.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	19.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	19.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	19.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	19.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	19.2
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	19.2
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	19.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	18.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	18.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	18.8
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	18.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	18.4
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	18.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	18.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	18.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	18.3
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	18.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	18.2
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	18.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	18.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	18.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	17.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	17.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	17.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	17.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	17.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	17.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	17.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	17.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	17.7
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	17.6
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	17.5
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	17.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	17.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	17.3
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	17.3
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	17.2
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	17.0
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	17.0
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	16.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	16.9
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	16.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	16.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	16.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	16.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	16.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	16.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	16.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	16.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	16.1
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	16.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	16.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	15.9
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	15.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	15.5
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	15.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	15.4
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	15.4
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	15.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	15.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	15.3
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	15.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	15.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	15.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	15.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	15.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	15.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	15.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	15.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	14.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	14.7
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	14.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	14.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	14.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	14.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	14.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	14.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	14.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	14.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	14.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	14.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	14.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	14.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	14.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	14.2
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	14.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	14.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	14.0
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	14.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	13.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	13.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	13.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	13.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	13.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	13.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	13.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	13.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	13.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	13.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	13.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	13.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	13.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	13.1
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	13.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	13.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	13.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	12.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	12.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	12.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	12.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	12.8
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	12.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	12.6
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	12.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	12.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	12.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	12.3
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	12.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	12.1
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	12.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	12.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	11.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	11.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	11.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	11.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	11.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	11.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	11.8
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	11.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	11.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	11.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	11.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	11.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	11.4
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	11.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	11.3
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	11.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	11.2
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	11.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	11.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	11.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	11.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	11.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	11.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	11.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	11.0
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	10.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	10.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	10.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	10.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	10.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	10.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	10.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	10.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	10.8
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	10.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	10.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	10.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	10.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	10.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	10.6
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	10.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	10.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	10.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	10.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	10.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	10.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	10.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	10.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	10.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	10.4
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	10.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	10.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	10.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	10.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	10.1
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	10.1
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	10.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	10.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	10.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	10.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	10.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	9.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	9.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	9.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	9.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	9.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	9.8
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	9.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	9.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	9.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	9.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	9.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	9.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	9.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	9.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	9.5
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	9.5
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	9.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	9.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	9.4
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	9.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	9.3
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	9.3
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	9.2
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	9.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	9.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	9.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	9.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	9.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	9.1
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	9.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	9.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	8.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	8.8
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	8.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	8.7
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	8.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	8.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	8.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	8.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	8.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	8.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	8.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	8.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	8.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	8.4
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	8.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	8.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	8.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	8.2
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	8.1
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	8.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	8.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	8.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	8.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	8.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	8.0
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	8.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	8.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	8.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	7.9
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	7.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	7.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	7.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	7.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	7.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	7.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	7.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	7.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	7.8
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	7.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	7.6
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	7.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	7.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	7.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	7.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	7.5
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	7.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	7.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	7.3
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	7.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	7.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	7.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	7.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	7.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	7.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	7.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	7.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	7.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	7.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	7.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	6.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	6.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	6.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	6.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	6.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	6.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	6.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	6.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	6.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	6.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	6.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	6.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	6.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	6.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	6.3
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	6.2
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	6.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	6.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	6.1
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	6.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	6.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	6.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	5.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	5.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	5.5
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	5.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	5.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	5.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	5.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	5.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	5.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	5.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	5.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	5.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	5.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	5.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	5.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	5.0
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	4.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	4.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	4.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	4.8
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	4.7
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	4.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	4.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	4.4
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	4.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	4.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	4.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	4.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	4.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	4.1
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	4.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	4.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	4.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	3.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	3.8
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	3.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	3.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	3.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	3.5
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	3.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	3.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	3.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	3.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	3.3
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	3.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	3.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	3.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	3.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	3.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	3.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	3.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	2.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	2.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	2.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	2.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	2.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	2.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	2.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	2.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	2.0
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	1.9
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	1.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	1.6
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	1.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.0
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.43

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

35.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	334.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	249.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	165.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	143.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	142.4
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	132.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	122.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	114.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	112.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	104.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	89.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	74.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	71.5
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	71.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	62.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	56.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	55.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	55.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	55.2
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	46.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	35.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	34.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	34.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	34.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	33.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	31.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	28.2
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	28.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	26.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	25.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	24.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	24.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	24.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	23.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	23.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	23.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	22.7
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	22.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	20.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	20.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	19.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	19.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	19.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	19.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	18.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	18.7
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	18.4
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	18.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	18.1
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	18.1
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	17.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	17.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	16.8
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	16.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	15.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	15.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	15.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	15.4
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	15.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	14.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	14.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	14.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	14.5
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	14.4
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	14.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	14.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	13.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	13.0
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	12.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	12.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	12.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	12.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	11.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	11.9
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	11.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	11.7
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	11.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	11.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	11.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	11.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	11.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	10.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	10.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	10.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	10.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	9.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	9.3
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	9.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	8.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	8.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	8.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	7.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	7.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	7.3
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	6.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	6.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	5.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	5.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	5.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	4.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 20.79

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

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	126.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	113.2
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	110.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	107.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	97.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	82.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	78.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	75.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	74.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	68.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	68.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	66.5
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	63.2
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	63.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	60.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	58.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	51.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	51.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	48.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	47.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	46.7
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	46.4
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	46.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	45.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	45.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	41.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	41.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	39.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	39.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	38.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	37.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	36.5
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	35.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	35.3
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	35.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	34.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	34.3
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	34.0
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	33.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	32.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	31.7
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	30.8
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	30.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	30.6
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	30.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	30.2
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	29.5
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	28.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	28.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	27.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	27.4
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	27.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	25.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	25.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	24.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	24.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	24.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	24.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	24.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	24.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	24.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	23.9
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	23.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	23.5
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	23.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	22.6
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	22.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	22.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	22.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	21.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	21.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	21.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	21.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	20.9
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	20.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	20.6
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	20.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	20.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	19.8
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	19.7
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	19.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	19.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	19.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	19.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	18.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	18.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	18.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	18.1
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	18.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	17.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	17.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	17.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	17.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	17.3
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	16.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	16.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	16.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	16.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	16.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	16.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	16.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	16.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	15.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	15.8
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	15.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	15.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	15.4
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	15.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	15.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	14.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	14.9
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	14.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	14.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	14.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	14.4
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	14.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	14.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	14.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	14.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	14.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	13.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	13.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	13.7
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	13.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	13.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	13.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	13.5
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	13.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	13.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	13.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	13.2
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	13.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	13.2
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	13.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	13.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	13.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	12.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	12.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	12.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	12.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	12.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	12.4
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	12.3
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	12.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	12.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	12.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	11.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	11.6
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	11.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	11.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	11.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	11.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	11.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	11.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	11.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	11.0
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	11.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	11.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	10.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	10.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	10.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	10.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	10.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	10.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	10.2
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	10.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	10.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	10.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	10.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	10.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	10.0
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	9.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	9.8
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	9.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	9.6
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	9.5
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	9.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	9.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	9.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	9.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	9.3
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	9.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	9.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	9.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	9.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	9.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	9.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	8.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	8.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	8.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	8.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	8.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	8.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	8.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	8.5
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	8.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	8.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	8.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	8.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	8.1
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	8.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	8.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	7.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	7.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	7.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	7.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	7.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	7.6
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	7.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	7.4
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	7.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	7.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	7.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	7.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	7.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	6.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	6.9
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	6.7
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	6.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	6.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	6.7
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	6.6
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	6.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	6.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	6.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	6.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	6.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	5.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	5.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	5.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	5.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	5.8
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	5.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	5.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	5.5
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	5.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	5.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	5.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	5.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	5.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	5.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	5.0
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	4.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	4.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	4.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	4.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	4.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	4.6
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	4.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	4.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	4.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	4.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	4.0
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	3.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	3.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	3.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	3.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	3.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	3.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	3.0
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	3.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	3.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	3.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	2.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	2.7
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	2.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	2.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	2.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	2.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	2.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	1.9
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	1.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	1.7
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.5
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	1.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	1.1
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0009060003	Tumor	2.4
CPT0014450004	Tumor	1.9
CPT0086950003	Tumor	1.4
CPT0078830003	Tumor	1.0
CPT0024670003	Tumor	1.0
CPT0002350011	Tumor	0.9
CPT0025050003	Tumor	0.8
CPT0092290003	Tumor	0.7
CPT0001220008	Tumor	0.7
CPT0088500001	Normal	0.7
CPT0025230003	Tumor	0.7
CPT0012570003	Normal	0.7
CPT0001540009	Tumor	0.7
CPT0012370003	Tumor	0.6
CPT0077140001	Normal	0.6
CPT0006900003	Tumor	0.6
CPT0088780001	Normal	0.5
CPT0092800003	Normal	0.5
CPT0088640003	Normal	0.5
CPT0025610001	Normal	0.4
CPT0014370004	Tumor	0.4
CPT0078940001	Normal	0.4
CPT0023710001	Normal	0.4
CPT0081600003	Tumor	0.4
CPT0020130001	Normal	0.4
CPT0082010001	Normal	0.3
CPT0085670003	Tumor	0.3
CPT0006730001	Normal	0.2
CPT0079430001	Normal	0.2
CPT0086890003	Normal	0.2
CPT0069010001	Normal	0.2
CPT0063640001	Normal	0.2
CPT0007320003	Tumor	0.2
CPT0079380003	Tumor	0.2
CPT0007870001	Normal	0.2
CPT0088920001	Normal	0.2
CPT0001180009	Tumor	0.2
CPT0086820003	Tumor	0.2
CPT0006440003	Tumor	0.2
CPT0086970003	Normal	0.2
CPT0069000003	Tumor	0.2
CPT0002370001	Normal	0.2
CPT0077310003	Tumor	0.2
CPT0013790003	Normal	0.2
CPT0089040001	Normal	0.2
CPT0009080003	Normal	0.1
CPT0023350003	Tumor	0.1
CPT0019990003	Tumor	0.1
CPT0000890001	Normal	0.1
CPT0000790001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0089480003	Normal	0.1
CPT0012550003	Tumor	0.1
CPT0092160003	Tumor	0.1
CPT0007470001	Normal	0.1
CPT0014470001	Normal	0.1
CPT0001230001	Normal	0.1
CPT0001260009	Tumor	0.1
CPT0018250001	Normal	0.0
CPT0065430003	Tumor	0.0
CPT0014350001	Normal	0.0
CPT0001550001	Normal	0.0
CPT0078530001	Normal	0.0
CPT0065930003	Tumor	0.0
CPT0092310003	Normal	0.0
CPT0088710001	Normal	0.0
CPT0087050003	Normal	0.0
CPT0019160001	Normal	0.0
CPT0064400001	Normal	0.0
CPT0000870016	Tumor	0.0
CPT0001190001	Normal	0.0
CPT0001500009	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0015810003	Tumor	0.0
CPT0088480003	Tumor	0.0
CPT0012640003	Normal	-0.1
CPT0014160003	Tumor	-0.1
CPT0009020003	Normal	-0.1
CPT0010120001	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0012770003	Normal	-0.1
CPT0079480003	Tumor	-0.1
CPT0024680001	Normal	-0.1
CPT0006950001	Normal	-0.1
CPT0025110003	Tumor	-0.1
CPT0026420001	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0092790003	Tumor	-0.1
CPT0006630003	Tumor	-0.1
CPT0086370003	Normal	-0.1
CPT0064370003	Tumor	-0.1
CPT0015910003	Tumor	-0.1
CPT0001510001	Normal	-0.1
CPT0086360003	Tumor	-0.1
CPT0078670001	Normal	-0.1
CPT0079230003	Tumor	-0.1
CPT0066430001	Normal	-0.1
CPT0014130001	Normal	-0.1
CPT0012900004	Tumor	-0.1
CPT0012920003	Normal	-0.1
CPT0012280003	Tumor	-0.2
CPT0020020001	Normal	-0.2
CPT0069190001	Normal	-0.2
CPT0079000001	Normal	-0.2
CPT0065750003	Tumor	-0.2
CPT0010110003	Tumor	-0.2
CPT0081620001	Normal	-0.2
CPT0015730003	Tumor	-0.2
CPT0065450001	Normal	-0.2
CPT0079270003	Tumor	-0.2
CPT0065810003	Tumor	-0.2
CPT0071150004	Tumor	-0.3
CPT0063320003	Tumor	-0.3
CPT0088630003	Tumor	-0.3
CPT0025920001	Normal	-0.3
CPT0009000003	Tumor	-0.3
CPT0079410003	Tumor	-0.3
CPT0078840001	Normal	-0.3
CPT0065820001	Normal	-0.3
CPT0021240003	Tumor	-0.3
CPT0010160003	Tumor	-0.4
CPT0011240003	Tumor	-0.4
CPT0017450001	Normal	-0.4
CPT0000780007	Tumor	-0.4
CPT0025060001	Normal	-0.4
CPT0001350001	Normal	-0.4
CPT0075570001	Normal	-0.4
CPT0087040003	Tumor	-0.4
CPT0079300001	Normal	-0.4
CPT0076350001	Normal	-0.4
CPT0077490003	Tumor	-0.5
CPT0092740003	Normal	-0.5
CPT0078990003	Tumor	-0.5
CPT0012290003	Normal	-0.5
CPT0088900003	Tumor	-0.5
CPT0066520001	Normal	-0.5
CPT0066470004	Tumor	-0.5
CPT0089460004	Tumor	-0.5
CPT0025880003	Tumor	-0.5
CPT0089020003	Tumor	-0.5
CPT0063330001	Normal	-0.5
CPT0023360001	Normal	-0.5
CPT0079510001	Normal	-0.6
CPT0007860003	Tumor	-0.6
CPT0017410003	Tumor	-0.6
CPT0012090003	Normal	-0.6
CPT0025350003	Tumor	-0.6
CPT0078930003	Tumor	-0.6
CPT0076330003	Tumor	-0.6
CPT0092190003	Normal	-0.6
CPT0075560003	Tumor	-0.6
CPT0084590001	Normal	-0.6
CPT0079180003	Tumor	-0.6
CPT0025580004	Tumor	-0.6
CPT0075170001	Normal	-0.6
CPT0078660003	Tumor	-0.6
CPT0019130003	Tumor	-0.6
CPT0081990003	Tumor	-0.7
CPT0075720003	Tumor	-0.7
CPT0023690003	Tumor	-0.7
CPT0078800003	Tumor	-0.7
CPT0000660001	Normal	-0.7
CPT0086870003	Tumor	-0.7
CPT0020120003	Tumor	-0.7
CPT0065870003	Tumor	-0.7
CPT0025170003	Tumor	-0.7
CPT0001270001	Normal	-0.7
CPT0084560003	Tumor	-0.8
CPT0088550004	Tumor	-0.8
CPT0002270011	Tumor	-0.8
CPT0077320001	Normal	-0.8
CPT0066480003	Tumor	-0.8
CPT0086030003	Tumor	-0.8
CPT0088760003	Tumor	-0.8
CPT0078510003	Tumor	-0.8
CPT0000640003	Tumor	-0.8
CPT0092730003	Tumor	-0.8
CPT0077110003	Tumor	-0.9
CPT0063630003	Tumor	-0.9
CPT0012080003	Tumor	-0.9
CPT0012670003	Tumor	-0.9
CPT0026410003	Tumor	-1.0
CPT0088970003	Tumor	-1.0
CPT0001340003	Tumor	-1.0
CPT0088690003	Tumor	-1.1
CPT0081880003	Tumor	-1.1
CPT0069160003	Tumor	-1.2
CPT0075130003	Tumor	-1.2
CPT0065690003	Tumor	-1.3
CPT0011410003	Tumor	-1.4
CPT0025290003	Tumor	-1.6
CPT0012180003	Tumor	-1.6
CPT0017850003	Tumor	-1.7
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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 HPA038044	Antibody HPA038045
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