Expression of PODXL 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

PODXL is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.98

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

12.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	56.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	43.2
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	33.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	31.2
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	27.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	25.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	25.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	23.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	23.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	22.8
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	21.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	17.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	17.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	16.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	16.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	15.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	14.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	14.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	14.1
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	13.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	13.2
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	12.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	10.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	10.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	10.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	10.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	10.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	9.9
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	9.9
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	9.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	9.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	9.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	9.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	9.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	8.9
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	8.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	7.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	7.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	7.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	7.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	7.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	6.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	6.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	6.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	6.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	6.6
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	6.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	6.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	6.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	5.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	5.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	5.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	5.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	5.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	5.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	5.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	4.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	4.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	3.8
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	3.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	2.8
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	2.8
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	2.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	1.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 28.88

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

53.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	373.8
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	237.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	205.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	204.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	198.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	196.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	191.9
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	189.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	186.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	183.6
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	176.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	168.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	166.1
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	164.7
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	164.0
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	160.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	154.8
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	152.3
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	151.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	146.8
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	142.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	138.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	136.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	135.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	135.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	135.1
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	131.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	129.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	129.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	127.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	127.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	126.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	125.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	125.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	124.6
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	124.0
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	123.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	120.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	120.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	119.6
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	118.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	118.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	116.9
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	116.3
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	116.1
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	113.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	111.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	110.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	107.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	106.9
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	106.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	106.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	106.2
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	106.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	105.7
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	105.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	103.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	102.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	100.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	100.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	99.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	99.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	99.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	98.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	98.4
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	98.4
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	97.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	97.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	96.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	96.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	96.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	95.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	95.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	92.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	89.6
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	89.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	88.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	88.7
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	88.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	88.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	88.2
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	88.1
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	88.1
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	87.9
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	87.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	87.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	87.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	87.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	87.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	87.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	86.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	86.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	85.9
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	84.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	84.7
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	84.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	84.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	84.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	84.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	84.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	83.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	83.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	83.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	82.9
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	82.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	82.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	82.4
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	81.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	81.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	81.4
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	81.0
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	80.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	80.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	80.1
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	79.4
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	79.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	79.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	79.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	78.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	78.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	78.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	78.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	78.3
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	77.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	76.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	76.7
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	76.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	76.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	76.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	75.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	75.4
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	74.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	74.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	74.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	74.4
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	74.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	73.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	72.9
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	72.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	72.9
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	72.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	72.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	72.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	72.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	71.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	71.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	71.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	70.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	70.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	70.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	70.1
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	70.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	69.4
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	68.7
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	68.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	68.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	67.9
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	67.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	67.7
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	66.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	66.4
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	66.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	66.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	66.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	66.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	65.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	64.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	64.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	64.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	63.3
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	63.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	63.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	62.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	62.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	62.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	62.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	61.3
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	61.1
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	60.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	60.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	60.6
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	60.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	60.3
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	60.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	59.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	59.4
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	59.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	59.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	59.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	58.9
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	58.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	58.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	58.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	58.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	58.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	58.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	58.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	58.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	58.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	57.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	57.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	57.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	57.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	56.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	56.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	56.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	56.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	55.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	55.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	55.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	55.4
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	55.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	55.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	54.8
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	54.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	54.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	54.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	53.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	53.6
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	53.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	53.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	53.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	53.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	52.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	52.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	52.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	51.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	51.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	51.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	51.0
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	50.6
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	50.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	50.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	50.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	49.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	49.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	49.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	47.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	47.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	47.0
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	46.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	46.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	46.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	46.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	46.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	45.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	45.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	45.2
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	45.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	44.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	44.6
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	44.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	44.3
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	44.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	44.1
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	44.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	44.0
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	43.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	43.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	43.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	43.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	43.2
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	43.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	42.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	42.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	42.3
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	42.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	42.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	42.1
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	41.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	41.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	40.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	40.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	40.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	40.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	39.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	38.9
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	38.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	38.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	38.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	38.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	38.3
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	38.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	37.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	37.7
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	37.1
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	36.9
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	36.1
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	36.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	35.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	35.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	35.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	35.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	35.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	35.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	35.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	35.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	35.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	34.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	34.7
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	34.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	34.4
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	34.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	34.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	34.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	33.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	33.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	33.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	33.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	33.3
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	33.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	33.2
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	33.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	32.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	32.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	32.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	32.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	32.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	32.3
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	32.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	32.1
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	31.6
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	31.2
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	31.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	31.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	31.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	31.1
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	31.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	30.9
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	30.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	30.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	30.5
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	30.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	30.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	29.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	29.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	29.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	29.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	29.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	29.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	29.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	29.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	29.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	29.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	28.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	28.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	28.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	28.2
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	27.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	27.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	27.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	27.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	27.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	27.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	27.3
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	27.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	27.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	26.9
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	26.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	26.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	26.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	25.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	25.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	25.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	25.6
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	25.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	25.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	25.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	25.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	25.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	25.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	25.1
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	24.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	24.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	24.3
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	24.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	23.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	23.8
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	23.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	23.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	23.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	23.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	23.4
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	23.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	22.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	22.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	21.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	21.3
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	21.0
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	21.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	20.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	20.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	20.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	20.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	19.8
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	19.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	19.2
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	19.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	18.9
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	18.8
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	18.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	18.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	18.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	18.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	18.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	18.3
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	18.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	18.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	17.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	17.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	17.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	17.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	17.7
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	17.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	17.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	17.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	17.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	17.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	17.0
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	17.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	16.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	16.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	16.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	16.6
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	16.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	16.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	16.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	16.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	16.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	16.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	16.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	15.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	15.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	15.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	15.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	15.2
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	15.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	15.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	15.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	14.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	14.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	14.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	14.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	14.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	13.7
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	13.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	13.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	13.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	13.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	12.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	12.2
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	12.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	12.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	11.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	11.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	11.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	10.9
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	10.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	10.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	10.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	10.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	9.9
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	9.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	9.8
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	9.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	9.6
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	9.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	9.2
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	9.0
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	9.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	8.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	8.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	8.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	8.5
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	8.3
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	8.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	7.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	7.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	7.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	7.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	7.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	7.1
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	7.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	7.0
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	6.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	6.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	6.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	6.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	6.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	6.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	6.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	5.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	5.1
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	5.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	4.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.9
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	4.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	4.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	4.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	4.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	4.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	4.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	4.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	3.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	3.9
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	3.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	3.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	3.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	3.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.0
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	2.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	2.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	2.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 36.3

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

50.1

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	205.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	144.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	125.2
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	124.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	119.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	112.6
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	109.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	106.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	99.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	97.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	96.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	94.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	92.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	92.6
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	90.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	84.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	84.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	81.7
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	78.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	75.0
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	74.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	74.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	74.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	70.5
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	70.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	70.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	69.1
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	68.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	68.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	67.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	64.4
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	62.8
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	62.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	60.5
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	59.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	58.7
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	58.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	58.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	57.6
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	56.4
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	55.2
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	55.2
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	51.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	49.9
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	49.1
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	47.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	45.4
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	43.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	43.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	39.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	38.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	38.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	38.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	37.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	37.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	37.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	35.6
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	35.5
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	34.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	34.1
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	33.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	32.0
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	32.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	31.2
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	30.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	29.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	29.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	28.5
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	28.2
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	27.1
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	27.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	26.7
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	26.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	25.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	24.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	21.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	21.5
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	21.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	20.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	20.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	19.7
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	19.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	17.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	16.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	16.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	15.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	14.9
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	12.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	11.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	11.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	11.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	10.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	6.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	6.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	5.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	5.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	5.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	5.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	3.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	2.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.61

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

7.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	94.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	84.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	79.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	64.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	56.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	52.0
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	42.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	37.2
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	37.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	34.5
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	34.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	29.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	28.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	27.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	26.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	23.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	21.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	20.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	20.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	20.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	19.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	18.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	18.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	16.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	16.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	15.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	15.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	15.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	14.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	13.9
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	13.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	13.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	13.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	12.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	12.7
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	12.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	12.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	11.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	11.3
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	11.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	10.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	10.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	10.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	10.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	10.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	10.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	10.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	10.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	10.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	10.1
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	10.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	9.9
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	9.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	9.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	9.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	8.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	8.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	8.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	8.7
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	8.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	8.4
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	8.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	8.3
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	8.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	8.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	8.2
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	8.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	7.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	7.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	7.9
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	7.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	7.8
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	7.8
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	7.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	7.7
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	7.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	7.7
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	7.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	7.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	7.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	7.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	7.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	7.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	7.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	7.0
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	6.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	6.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	6.8
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	6.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	6.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	6.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	6.4
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	6.2
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	6.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	6.1
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	6.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	5.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	5.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	5.7
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	5.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	5.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	5.6
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	5.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	5.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	5.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	5.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	5.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	5.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	5.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	5.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	5.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	5.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	5.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	4.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	4.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	4.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	4.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	4.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	4.7
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	4.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	4.5
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	4.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	4.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	4.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	4.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	4.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	4.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	4.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	4.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	4.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	4.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	4.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	4.0
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	4.0
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	4.0
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	3.9
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	3.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	3.9
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	3.9
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	3.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	3.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	3.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	3.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	3.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	3.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	3.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	3.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	3.5
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	3.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	3.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	3.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	3.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	3.4
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	3.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	3.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	3.3
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	3.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	3.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	3.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	3.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	3.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	3.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	3.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	3.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	3.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	3.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	3.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	3.1
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	3.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	3.1
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	3.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	3.0
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	3.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	3.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	3.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	2.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	2.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	2.9
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	2.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	2.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	2.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	2.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	2.9
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	2.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	2.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	2.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	2.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	2.8
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	2.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	2.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	2.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	2.7
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	2.6
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	2.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	2.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	2.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	2.6
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	2.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	2.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	2.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	2.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	2.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	2.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	2.4
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	2.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	2.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	2.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	2.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	2.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	2.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	2.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	2.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	2.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	2.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	2.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	2.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	2.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	2.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	2.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	2.2
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	2.2
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	2.2
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	2.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	2.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	2.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	2.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	2.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	2.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	2.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	2.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	2.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	1.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	1.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	1.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	1.9
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	1.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	1.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	1.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	1.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	1.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	1.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	1.7
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	1.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	1.7
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	1.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	1.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	1.6
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	1.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	1.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	1.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	1.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	1.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	1.5
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	1.4
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	1.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	1.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	1.3
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	1.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	1.3
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	1.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	1.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	1.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	1.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	1.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	1.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	1.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	1.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	1.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	0.9
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	0.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	0.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	0.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	0.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	0.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	0.6
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0065450001	Normal	1.4
CPT0088710001	Normal	1.3
CPT0010170001	Normal	1.2
CPT0025060001	Normal	1.1
CPT0089480003	Normal	1.1
CPT0077140001	Normal	1.1
CPT0013790003	Normal	1.0
CPT0077320001	Normal	1.0
CPT0092310003	Normal	1.0
CPT0023710001	Normal	1.0
CPT0023360001	Normal	0.9
CPT0014130001	Normal	0.9
CPT0082010001	Normal	0.9
CPT0020020001	Normal	0.9
CPT0012090003	Normal	0.9
CPT0006950001	Normal	0.9
CPT0092740003	Normal	0.9
CPT0006730001	Normal	0.8
CPT0088920001	Normal	0.8
CPT0012770003	Normal	0.8
CPT0081620001	Normal	0.8
CPT0001190001	Normal	0.8
CPT0089040001	Normal	0.7
CPT0026420001	Normal	0.7
CPT0077500001	Normal	0.7
CPT0066430001	Normal	0.7
CPT0012290003	Normal	0.7
CPT0076350001	Normal	0.7
CPT0075720003	Tumor	0.7
CPT0078840001	Normal	0.7
CPT0088780001	Normal	0.6
CPT0000790001	Normal	0.6
CPT0069010001	Normal	0.6
CPT0017450001	Normal	0.6
CPT0086370003	Normal	0.6
CPT0001510001	Normal	0.6
CPT0001350001	Normal	0.6
CPT0088570001	Normal	0.6
CPT0065820001	Normal	0.5
CPT0006530001	Normal	0.5
CPT0087050003	Normal	0.5
CPT0086890003	Normal	0.5
CPT0007470001	Normal	0.5
CPT0025920001	Normal	0.5
CPT0066520001	Normal	0.5
CPT0000890001	Normal	0.4
CPT0000660001	Normal	0.4
CPT0078670001	Normal	0.4
CPT0079000001	Normal	0.4
CPT0014350001	Normal	0.4
CPT0020130001	Normal	0.4
CPT0025170003	Tumor	0.4
CPT0018250001	Normal	0.4
CPT0075570001	Normal	0.3
CPT0063640001	Normal	0.3
CPT0086830003	Normal	0.3
CPT0009080003	Normal	0.3
CPT0012370003	Tumor	0.3
CPT0092800003	Normal	0.3
CPT0012570003	Normal	0.3
CPT0024680001	Normal	0.3
CPT0088760003	Tumor	0.3
CPT0010160003	Tumor	0.3
CPT0088640003	Normal	0.3
CPT0092730003	Tumor	0.2
CPT0065870003	Tumor	0.2
CPT0078930003	Tumor	0.2
CPT0001270001	Normal	0.2
CPT0079430001	Normal	0.2
CPT0025610001	Normal	0.2
CPT0019160001	Normal	0.2
CPT0009020003	Normal	0.2
CPT0000870016	Tumor	0.2
CPT0025350003	Tumor	0.1
CPT0086970003	Normal	0.1
CPT0084590001	Normal	0.1
CPT0079480003	Tumor	0.1
CPT0014470001	Normal	0.0
CPT0063320003	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0078830003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0078530001	Normal	0.0
CPT0019990003	Tumor	0.0
CPT0077490003	Tumor	0.0
CPT0066470004	Tumor	0.0
CPT0069190001	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0086030003	Tumor	-0.1
CPT0006440003	Tumor	-0.1
CPT0063330001	Normal	-0.1
CPT0088500001	Normal	-0.1
CPT0078940001	Normal	-0.1
CPT0086870003	Tumor	-0.1
CPT0001550001	Normal	-0.2
CPT0015810003	Tumor	-0.2
CPT0025230003	Tumor	-0.2
CPT0006630003	Tumor	-0.2
CPT0088630003	Tumor	-0.2
CPT0009000003	Tumor	-0.2
CPT0007870001	Normal	-0.2
CPT0012920003	Normal	-0.2
CPT0015910003	Tumor	-0.2
CPT0079230003	Tumor	-0.3
CPT0075170001	Normal	-0.3
CPT0014370004	Tumor	-0.3
CPT0071150004	Tumor	-0.3
CPT0025880003	Tumor	-0.3
CPT0006900003	Tumor	-0.3
CPT0000780007	Tumor	-0.3
CPT0012080003	Tumor	-0.3
CPT0000640003	Tumor	-0.3
CPT0066480003	Tumor	-0.3
CPT0001230001	Normal	-0.3
CPT0088480003	Tumor	-0.3
CPT0001220008	Tumor	-0.3
CPT0088900003	Tumor	-0.3
CPT0012900004	Tumor	-0.4
CPT0092790003	Tumor	-0.4
CPT0023690003	Tumor	-0.4
CPT0025580004	Tumor	-0.5
CPT0010120001	Normal	-0.5
CPT0065690003	Tumor	-0.5
CPT0007320003	Tumor	-0.5
CPT0065750003	Tumor	-0.5
CPT0089460004	Tumor	-0.5
CPT0026410003	Tumor	-0.6
CPT0081990003	Tumor	-0.6
CPT0002370001	Normal	-0.6
CPT0079510001	Normal	-0.6
CPT0001540009	Tumor	-0.6
CPT0065810003	Tumor	-0.6
CPT0021240003	Tumor	-0.6
CPT0019130003	Tumor	-0.6
CPT0092290003	Tumor	-0.6
CPT0077310003	Tumor	-0.6
CPT0011240003	Tumor	-0.6
CPT0079380003	Tumor	-0.6
CPT0001500009	Tumor	-0.6
CPT0017850003	Tumor	-0.6
CPT0075130003	Tumor	-0.7
CPT0078990003	Tumor	-0.7
CPT0012640003	Normal	-0.7
CPT0085670003	Tumor	-0.8
CPT0025290003	Tumor	-0.8
CPT0075560003	Tumor	-0.8
CPT0081600003	Tumor	-0.8
CPT0065430003	Tumor	-0.8
CPT0007860003	Tumor	-0.8
CPT0079410003	Tumor	-0.8
CPT0012670003	Tumor	-0.9
CPT0078660003	Tumor	-0.9
CPT0092160003	Tumor	-0.9
CPT0078510003	Tumor	-0.9
CPT0012550003	Tumor	-0.9
CPT0069000003	Tumor	-0.9
CPT0086820003	Tumor	-1.0
CPT0015730003	Tumor	-1.0
CPT0020120003	Tumor	-1.0
CPT0086360003	Tumor	-1.0
CPT0001260009	Tumor	-1.0
CPT0079270003	Tumor	-1.0
CPT0092190003	Normal	-1.0
CPT0069160003	Tumor	-1.0
CPT0010110003	Tumor	-1.0
CPT0064370003	Tumor	-1.1
CPT0001180009	Tumor	-1.1
CPT0088690003	Tumor	-1.1
CPT0025110003	Tumor	-1.1
CPT0086950003	Tumor	-1.1
CPT0017410003	Tumor	-1.1
CPT0002350011	Tumor	-1.2
CPT0012280003	Tumor	-1.2
CPT0014160003	Tumor	-1.2
CPT0065930003	Tumor	-1.2
CPT0079300001	Normal	-1.2
CPT0024670003	Tumor	-1.4
CPT0079180003	Tumor	-1.4
CPT0077110003	Tumor	-1.4
CPT0009060003	Tumor	-1.4
CPT0063630003	Tumor	-1.4
CPT0014450004	Tumor	-1.5
CPT0023350003	Tumor	-1.5
CPT0088970003	Tumor	-1.6
CPT0076330003	Tumor	-1.6
CPT0001340003	Tumor	-1.7
CPT0084560003	Tumor	-1.7
CPT0025050003	Tumor	-1.8
CPT0081880003	Tumor	-1.9
CPT0002270011	Tumor	-1.9
CPT0012180003	Tumor	-2.1
CPT0011410003	Tumor	-2.2
CPT0088550004	Tumor	-2.4
CPT0078800003	Tumor	-2.6
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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.	HPA002110	HPA045507	CAB016169	CAB062558	CAB068219	CAB068220
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