Expression of PDXP 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

PDXP is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.06

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

6.9

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	31.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	21.1
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	20.2
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	19.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	13.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	12.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	12.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	12.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	11.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	11.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	11.2
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	10.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	10.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	10.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	10.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	8.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	8.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	8.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	8.1
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	7.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	7.6
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	7.4
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	7.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	7.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	7.1
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	7.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	6.8
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	6.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	6.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	6.1
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	5.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	5.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	5.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	5.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	5.4
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	5.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	4.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	4.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	4.5
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	4.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	4.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	3.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	3.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	3.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	3.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	3.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	3.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	3.3
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	3.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	2.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	2.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	2.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	2.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	2.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	2.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	2.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	2.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	2.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	2.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	1.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	1.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	1.5
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	1.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.73

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

12.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	42.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	41.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	38.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	38.2
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	37.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	37.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	36.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	36.4
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	35.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	34.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	32.8
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	32.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	32.2
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	30.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	30.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	30.3
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	30.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	28.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	28.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	28.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	28.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	28.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	27.9
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	27.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	27.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	27.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	27.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	27.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	27.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	26.8
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	25.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	25.8
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	25.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	25.1
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	25.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	24.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	24.6
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	24.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	24.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	24.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	24.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	24.2
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	23.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	23.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	23.2
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	23.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	23.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	22.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	22.7
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	22.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	22.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	22.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	22.2
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	22.1
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	22.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	21.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	21.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	21.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	21.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	21.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	21.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	21.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	21.1
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	21.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	21.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	20.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	20.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	20.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	20.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	20.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	20.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	20.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	19.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	19.8
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	19.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	19.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	19.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	19.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	19.4
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	19.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	19.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	19.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	19.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	19.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	19.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	18.9
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	18.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	18.9
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	18.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	18.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	18.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	18.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	18.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	18.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	18.5
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	18.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	18.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	18.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	18.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	18.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	18.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	18.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	17.9
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	17.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	17.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	17.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	17.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	17.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	17.5
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	17.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	17.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	17.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	17.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	17.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	17.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	17.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	17.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	16.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	16.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	16.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	16.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	16.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	16.8
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	16.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	16.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	16.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	16.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	16.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	16.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	16.5
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	16.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	16.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	16.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	16.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	16.3
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	16.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	16.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	16.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	16.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	16.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	16.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	15.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	15.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	15.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	15.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	15.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	15.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	15.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	15.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	15.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	15.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	15.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	15.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	15.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	14.9
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	14.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	14.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	14.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	14.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	14.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	14.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	14.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	14.7
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	14.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	14.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	14.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	14.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	14.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	14.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	14.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	14.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	14.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	14.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	14.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	14.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	14.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	14.1
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	14.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	14.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	13.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	13.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	13.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	13.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	13.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	13.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	13.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	13.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	13.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	13.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	13.4
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	13.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	13.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	13.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	13.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	13.1
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	13.1
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	13.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	13.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	13.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	13.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	13.0
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	13.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	13.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	12.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	12.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	12.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	12.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	12.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	12.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	12.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	12.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	12.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	12.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	12.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	12.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	12.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	12.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	12.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	12.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	12.5
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	12.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	12.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	12.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	12.3
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	12.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	12.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	12.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	12.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	12.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	12.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	12.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	12.0
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	12.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	11.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	11.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	11.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	11.8
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	11.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	11.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	11.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	11.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	11.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	11.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	11.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	11.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	11.7
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	11.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	11.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	11.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	11.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	11.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	11.4
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	11.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	11.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	11.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	11.2
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	11.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	11.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	11.2
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	11.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	11.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	11.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	11.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	11.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	11.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	10.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	10.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	10.9
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	10.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	10.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	10.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	10.9
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	10.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	10.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	10.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	10.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	10.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	10.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	10.7
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	10.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	10.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	10.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	10.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	10.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	10.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	10.5
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	10.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	10.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	10.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	10.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	10.2
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	10.2
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	10.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	10.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	10.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	10.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	10.1
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	10.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	10.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	10.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	9.9
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	9.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	9.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	9.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	9.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	9.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	9.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	9.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	9.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	9.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	9.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	9.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	9.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	9.5
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	9.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	9.5
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	9.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	9.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	9.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	9.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	9.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	9.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	9.3
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	9.2
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	9.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	9.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	9.1
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	9.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	9.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	9.0
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	8.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	8.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	8.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	8.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	8.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	8.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	8.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	8.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	8.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	8.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	8.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	8.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	8.3
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	8.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	8.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	8.3
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	8.3
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	8.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	8.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	8.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	8.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	8.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	7.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	7.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	7.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	7.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	7.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	7.8
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	7.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	7.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	7.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	7.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	7.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	7.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	7.7
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	7.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	7.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	7.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	7.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	7.5
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	7.4
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	7.4
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	7.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	7.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	7.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	7.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	7.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	7.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	7.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	7.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	7.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	7.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	7.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	7.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	7.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	7.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	7.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	6.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	6.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	6.8
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	6.8
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	6.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	6.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	6.8
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	6.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	6.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	6.7
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	6.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	6.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	6.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	6.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	6.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	6.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	6.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	6.5
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	6.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	6.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	6.4
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	6.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	6.3
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	6.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	6.3
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	6.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	6.3
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	6.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	6.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	6.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	6.2
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	6.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	6.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	6.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	6.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	6.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	6.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	6.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	5.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	5.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	5.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	5.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	5.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	5.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	5.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	5.7
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	5.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	5.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	5.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	5.6
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	5.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	5.5
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	5.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	5.4
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	5.4
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	5.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	5.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	5.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	5.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	5.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	5.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	5.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	5.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	5.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	5.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	5.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	5.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	5.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	5.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	5.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	5.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	5.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	4.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	4.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	4.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	4.8
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	4.8
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	4.7
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	4.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	4.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	4.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	4.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	4.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	4.6
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	4.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	4.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	4.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	4.4
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	4.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	4.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	4.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	4.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	4.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	4.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	4.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	4.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	4.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	4.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	4.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	4.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	3.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	3.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	3.8
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	3.8
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	3.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	3.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	3.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	3.5
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	3.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	3.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	3.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	3.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	2.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	2.9
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	2.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	2.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	2.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	2.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	2.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	2.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	2.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	1.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.24

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

14.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	50.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	39.5
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	37.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	36.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	35.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	33.5
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	33.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	30.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	30.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	29.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	29.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	28.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	26.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	25.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	25.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	23.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	23.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	23.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	23.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	22.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	21.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	19.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	19.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	19.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	18.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	18.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	17.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	17.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	16.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	16.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	16.0
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	15.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	15.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	15.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	15.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	14.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	14.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	14.3
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	14.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	14.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	13.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	13.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	13.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	13.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	13.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	13.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	12.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	12.5
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	12.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	12.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	12.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	12.0
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	11.8
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	11.7
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	11.4
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	11.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	10.9
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	10.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	10.9
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	10.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	10.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	10.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	10.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	10.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	10.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	10.4
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	10.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	10.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	10.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	9.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	9.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	9.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	9.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	9.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	8.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	8.7
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	8.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	8.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	7.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	7.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	7.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	7.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	6.8
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	6.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	6.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	6.6
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	6.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	6.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	6.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	6.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	6.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	6.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	5.8
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	5.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	5.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	5.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	5.1
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	4.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	4.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	4.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.65

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

12.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	42.7
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	37.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	35.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	32.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	31.4
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	31.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	29.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	29.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	27.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	25.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	25.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	25.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	23.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	23.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	23.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	23.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	23.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	23.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	22.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	22.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	22.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	22.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	21.9
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	21.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	21.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	21.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	20.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	20.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	20.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	20.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	20.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	20.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	20.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	20.2
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	19.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	19.8
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	19.6
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	19.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	19.3
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	19.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	19.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	18.6
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	18.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	18.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	18.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	17.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	17.6
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	17.5
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	17.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	17.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	17.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	16.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	16.8
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	16.7
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	16.7
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	16.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	16.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	16.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	16.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	16.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	16.2
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	16.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	16.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	15.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	15.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	15.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	15.8
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	15.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	15.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	15.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	15.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	15.6
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	15.4
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	15.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	15.3
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	15.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	15.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	15.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	15.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	14.8
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	14.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	14.7
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	14.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	14.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	14.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	14.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	14.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	14.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	14.2
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	14.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	14.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	14.1
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	13.9
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	13.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	13.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	13.7
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	13.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	13.7
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	13.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	13.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	13.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	13.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	13.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	13.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	13.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	13.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	13.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	13.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	13.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	13.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	13.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	12.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	12.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	12.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	12.6
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	12.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	12.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	12.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	12.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	12.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	12.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	12.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	12.1
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	12.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	12.0
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	12.0
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.9
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	11.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	11.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	11.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	11.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	11.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	11.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	11.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	11.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	11.2
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	11.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	11.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	11.0
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	11.0
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	11.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	10.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	10.9
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	10.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	10.8
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	10.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	10.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	10.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	10.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	10.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	10.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	10.5
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	10.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	10.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	10.4
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	10.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	10.4
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	10.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	10.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	10.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	10.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	10.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	10.0
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	9.9
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	9.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	9.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	9.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	9.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	9.5
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	9.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	9.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	9.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	9.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	9.3
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	9.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	9.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	9.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	9.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	9.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	8.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	8.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	8.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	8.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	8.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	8.8
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	8.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	8.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	8.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	8.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	8.5
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	8.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	8.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	8.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	8.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	8.2
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	8.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	8.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	8.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	8.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	8.0
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	8.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	8.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	7.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	7.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	7.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	7.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	7.8
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	7.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	7.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	7.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	7.7
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	7.7
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	7.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	7.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	7.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	7.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	7.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	7.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	7.3
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	7.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	7.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	7.1
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	7.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	7.0
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	6.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	6.9
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	6.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	6.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	6.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	6.6
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	6.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	6.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	6.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	6.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	6.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	6.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	6.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	6.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	6.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	6.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.2
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	6.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	6.1
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	6.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	5.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	5.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	5.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	5.6
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	5.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	5.5
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	5.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	5.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	5.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	5.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	4.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	4.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	4.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	4.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	4.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	4.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	4.4
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	4.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	4.3
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	4.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	4.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	4.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	4.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	3.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	3.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	2.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	2.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	2.2
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	1.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	0.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0012900004	Tumor	0.8
CPT0063320003	Tumor	0.8
CPT0086030003	Tumor	0.8
CPT0001180009	Tumor	0.7
CPT0078830003	Tumor	0.7
CPT0065930003	Tumor	0.6
CPT0077310003	Tumor	0.6
CPT0012550003	Tumor	0.6
CPT0064370003	Tumor	0.5
CPT0009000003	Tumor	0.5
CPT0089460004	Tumor	0.5
CPT0025110003	Tumor	0.5
CPT0001220008	Tumor	0.5
CPT0092290003	Tumor	0.4
CPT0078930003	Tumor	0.4
CPT0088480003	Tumor	0.4
CPT0000780007	Tumor	0.4
CPT0081990003	Tumor	0.4
CPT0006440003	Tumor	0.4
CPT0076330003	Tumor	0.4
CPT0069160003	Tumor	0.4
CPT0024670003	Tumor	0.4
CPT0078510003	Tumor	0.4
CPT0021240003	Tumor	0.4
CPT0007320003	Tumor	0.3
CPT0076350001	Normal	0.3
CPT0066470004	Tumor	0.3
CPT0066480003	Tumor	0.3
CPT0012770003	Normal	0.3
CPT0002350011	Tumor	0.3
CPT0066430001	Normal	0.3
CPT0006630003	Tumor	0.3
CPT0079480003	Tumor	0.3
CPT0023710001	Normal	0.3
CPT0019990003	Tumor	0.3
CPT0025170003	Tumor	0.3
CPT0019130003	Tumor	0.3
CPT0009080003	Normal	0.3
CPT0092790003	Tumor	0.3
CPT0025290003	Tumor	0.3
CPT0020120003	Tumor	0.2
CPT0023690003	Tumor	0.2
CPT0010160003	Tumor	0.2
CPT0071150004	Tumor	0.2
CPT0011240003	Tumor	0.2
CPT0000870016	Tumor	0.2
CPT0015730003	Tumor	0.2
CPT0015910003	Tumor	0.2
CPT0077500001	Normal	0.2
CPT0086820003	Tumor	0.2
CPT0007860003	Tumor	0.2
CPT0025610001	Normal	0.2
CPT0065750003	Tumor	0.2
CPT0025580004	Tumor	0.2
CPT0012090003	Normal	0.1
CPT0012370003	Tumor	0.1
CPT0006950001	Normal	0.1
CPT0065810003	Tumor	0.1
CPT0077140001	Normal	0.1
CPT0015810003	Tumor	0.1
CPT0014450004	Tumor	0.1
CPT0092740003	Normal	0.1
CPT0012570003	Normal	0.1
CPT0001500009	Tumor	0.1
CPT0078840001	Normal	0.1
CPT0065450001	Normal	0.1
CPT0087040003	Tumor	0.1
CPT0000790001	Normal	0.1
CPT0078530001	Normal	0.1
CPT0065430003	Tumor	0.1
CPT0081620001	Normal	0.1
CPT0025350003	Tumor	0.1
CPT0079000001	Normal	0.1
CPT0014370004	Tumor	0.1
CPT0006900003	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0092800003	Normal	0.1
CPT0017410003	Tumor	0.1
CPT0014160003	Tumor	0.1
CPT0069000003	Tumor	0.1
CPT0026420001	Normal	0.0
CPT0081600003	Tumor	0.0
CPT0087050003	Normal	0.0
CPT0025230003	Tumor	0.0
CPT0025880003	Tumor	0.0
CPT0010170001	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0078670001	Normal	0.0
CPT0009060003	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0000890001	Normal	0.0
CPT0007870001	Normal	0.0
CPT0088760003	Tumor	0.0
CPT0075570001	Normal	0.0
CPT0019160001	Normal	0.0
CPT0079430001	Normal	0.0
CPT0023360001	Normal	0.0
CPT0009020003	Normal	0.0
CPT0079380003	Tumor	0.0
CPT0025050003	Tumor	0.0
CPT0089480003	Normal	0.0
CPT0079510001	Normal	0.0
CPT0088780001	Normal	0.0
CPT0014350001	Normal	0.0
CPT0088690003	Tumor	0.0
CPT0024680001	Normal	0.0
CPT0079270003	Tumor	0.0
CPT0065870003	Tumor	0.0
CPT0086370003	Normal	0.0
CPT0013790003	Normal	0.0
CPT0085670003	Tumor	0.0
CPT0092310003	Normal	0.0
CPT0063630003	Tumor	0.0
CPT0086870003	Tumor	0.0
CPT0078990003	Tumor	0.0
CPT0088900003	Tumor	0.0
CPT0078940001	Normal	0.0
CPT0001350001	Normal	0.0
CPT0069010001	Normal	0.0
CPT0092160003	Tumor	0.0
CPT0086890003	Normal	0.0
CPT0092730003	Tumor	0.0
CPT0025060001	Normal	-0.1
CPT0002370001	Normal	-0.1
CPT0018250001	Normal	-0.1
CPT0012920003	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0001510001	Normal	-0.1
CPT0007470001	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0012080003	Tumor	-0.1
CPT0012280003	Tumor	-0.1
CPT0082010001	Normal	-0.1
CPT0006530001	Normal	-0.1
CPT0077110003	Tumor	-0.1
CPT0086950003	Tumor	-0.1
CPT0065820001	Normal	-0.1
CPT0025920001	Normal	-0.1
CPT0012290003	Normal	-0.1
CPT0075560003	Tumor	-0.1
CPT0017450001	Normal	-0.1
CPT0000640003	Tumor	-0.1
CPT0026410003	Tumor	-0.1
CPT0001230001	Normal	-0.2
CPT0063330001	Normal	-0.2
CPT0088550004	Tumor	-0.2
CPT0089040001	Normal	-0.2
CPT0088710001	Normal	-0.2
CPT0086970003	Normal	-0.2
CPT0088500001	Normal	-0.2
CPT0020130001	Normal	-0.2
CPT0088640003	Normal	-0.2
CPT0088970003	Tumor	-0.2
CPT0081880003	Tumor	-0.2
CPT0001550001	Normal	-0.2
CPT0014470001	Normal	-0.2
CPT0088570001	Normal	-0.2
CPT0023350003	Tumor	-0.2
CPT0075720003	Tumor	-0.2
CPT0002270011	Tumor	-0.2
CPT0063640001	Normal	-0.2
CPT0088630003	Tumor	-0.2
CPT0010110003	Tumor	-0.3
CPT0078660003	Tumor	-0.3
CPT0001260009	Tumor	-0.3
CPT0001540009	Tumor	-0.3
CPT0086830003	Normal	-0.3
CPT0077490003	Tumor	-0.3
CPT0014130001	Normal	-0.3
CPT0088920001	Normal	-0.3
CPT0012670003	Tumor	-0.3
CPT0001340003	Tumor	-0.3
CPT0010120001	Normal	-0.3
CPT0079230003	Tumor	-0.3
CPT0084560003	Tumor	-0.4
CPT0000660001	Normal	-0.4
CPT0079410003	Tumor	-0.4
CPT0075130003	Tumor	-0.4
CPT0069190001	Normal	-0.4
CPT0066520001	Normal	-0.4
CPT0001190001	Normal	-0.4
CPT0065690003	Tumor	-0.4
CPT0012640003	Normal	-0.5
CPT0078800003	Tumor	-0.5
CPT0075170001	Normal	-0.5
CPT0092190003	Normal	-0.6
CPT0001270001	Normal	-0.6
CPT0079300001	Normal	-0.6
CPT0011410003	Tumor	-0.6
CPT0079180003	Tumor	-0.6
CPT0077320001	Normal	-0.7
CPT0084590001	Normal	-0.7
CPT0017850003	Tumor	-0.7
CPT0012180003	Tumor	-0.7
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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 HPA000531
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