Expression of PHYHD1 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

PHYHD1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.05

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

30.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	106.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	93.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	90.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	84.3
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	76.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	71.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	63.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	54.0
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	53.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	51.1
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	47.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	44.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	43.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	42.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	41.8
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	40.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	40.7
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	40.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	35.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	33.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	33.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	30.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	29.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	26.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	25.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	25.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	25.4
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	24.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	24.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	24.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	23.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	23.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	23.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	22.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	22.4
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	22.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	21.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	20.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	19.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	19.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	18.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	18.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	18.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	18.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	17.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	16.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	16.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	16.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	15.4
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	15.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	15.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	14.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	14.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	13.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	12.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	11.8
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	11.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	10.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	10.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	8.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	5.9
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	5.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	3.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	2.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PHYHD1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.65

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

6.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	65.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	47.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	44.5
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	40.9
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	39.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	37.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	35.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	34.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	34.3
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	33.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	31.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	28.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	27.4
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	27.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	27.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	26.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	26.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	26.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	26.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	25.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	25.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	24.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	24.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	23.8
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	22.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	22.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	22.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	21.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	21.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	21.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	21.0
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	20.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	20.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	20.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	19.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	19.7
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	19.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	19.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	19.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	18.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	18.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	18.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	18.5
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	18.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	18.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	18.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	18.0
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	17.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	17.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	17.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	17.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	17.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	17.1
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	17.0
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	16.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	16.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	16.5
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	16.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	15.9
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	15.9
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	15.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	15.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	15.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	15.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	15.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	15.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	15.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	15.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	14.8
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	14.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	14.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	14.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	14.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	14.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	14.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	14.3
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	14.3
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	14.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	14.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	14.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	13.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	13.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	13.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	13.5
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	13.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	13.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	13.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	13.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	13.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	13.1
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	13.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	12.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	12.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	12.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	12.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	12.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	12.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	12.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	12.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	11.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	11.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	11.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	11.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	11.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	11.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	11.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	11.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	11.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	10.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	10.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	10.8
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	10.7
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	10.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	10.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	10.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	10.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	10.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	10.1
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	9.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	9.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	9.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	9.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	9.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	9.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	9.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	8.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	8.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	8.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	8.3
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	8.2
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	8.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	8.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	7.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	7.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	7.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	7.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	7.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	7.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	7.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	7.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	7.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	7.2
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	7.2
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	7.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	7.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	7.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	7.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	7.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	6.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	6.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	6.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	6.6
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	6.6
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	6.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	6.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	6.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	6.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	6.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	6.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	6.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	6.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	6.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	6.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	6.2
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	6.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	5.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	5.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	5.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	5.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	5.8
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	5.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	5.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	5.4
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	5.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	5.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	5.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	5.3
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	5.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	5.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	5.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	5.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	5.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	5.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	5.0
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	4.9
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	4.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	4.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	4.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	4.6
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	4.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	4.6
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	4.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	4.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	4.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	4.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	4.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	4.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	4.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	4.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	4.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	4.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	4.2
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	4.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	4.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.2
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	4.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	4.1
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	4.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	4.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	4.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	4.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	4.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	4.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	3.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	3.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	3.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	3.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	3.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	3.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	3.8
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	3.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	3.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	3.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	3.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	3.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	3.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	3.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	3.6
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	3.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	3.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	3.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	3.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	3.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	3.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	3.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	3.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	3.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	3.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	3.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	3.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	3.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	3.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	3.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	3.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	3.3
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	3.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	3.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	3.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	3.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	3.1
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	3.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	3.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	3.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	3.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	3.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	3.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	3.0
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	3.0
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	3.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	3.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	2.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	2.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	2.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	2.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	2.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	2.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	2.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	2.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	2.9
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	2.8
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	2.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	2.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	2.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	2.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	2.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	2.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	2.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	2.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	2.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	2.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	2.7
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	2.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	2.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	2.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	2.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	2.6
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	2.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	2.6
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	2.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	2.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	2.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	2.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	2.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	2.5
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	2.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	2.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	2.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	2.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	2.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	2.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	2.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	2.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	2.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	2.4
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	2.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	2.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	2.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	2.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	2.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	2.3
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.3
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	2.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	2.3
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	2.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	2.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	2.3
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	2.3
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	2.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	2.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	2.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	2.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	2.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	2.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	2.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	2.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	2.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	2.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	2.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	2.1
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	2.1
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	2.1
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	2.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	2.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	2.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	2.1
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	2.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	2.0
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	2.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	2.0
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	2.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	1.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	1.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	1.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	1.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	1.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	1.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	1.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	1.9
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	1.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	1.9
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	1.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	1.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	1.9
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	1.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	1.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	1.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	1.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	1.8
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	1.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	1.8
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	1.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	1.8
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	1.8
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	1.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	1.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	1.8
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	1.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	1.8
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	1.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	1.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	1.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	1.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	1.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	1.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	1.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	1.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	1.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	1.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	1.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	1.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	1.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	1.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	1.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	1.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	1.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	1.6
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	1.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	1.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	1.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	1.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	1.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	1.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	1.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	1.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	1.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	1.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	1.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	1.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	1.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	1.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	1.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	1.5
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	1.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	1.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	1.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	1.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	1.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	1.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	1.5
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	1.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	1.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	1.5
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	1.5
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	1.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	1.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	1.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	1.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	1.5
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	1.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	1.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	1.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	1.4
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	1.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	1.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	1.4
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	1.4
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	1.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	1.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	1.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	1.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	1.3
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	1.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	1.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	1.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.3
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	1.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	1.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	1.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	1.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	1.2
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	1.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	1.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	1.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	1.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	1.2
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	1.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	1.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	1.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	1.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	1.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	1.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	1.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	1.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	1.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	1.1
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	1.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	1.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	1.1
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	1.1
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	1.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	1.1
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	1.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	1.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	1.0
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	1.0
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	1.0
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	1.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	1.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	1.0
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	1.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	1.0
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	1.0
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	1.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	1.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	1.0
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	1.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	1.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	0.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	0.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	0.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	0.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	0.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	0.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	0.9
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	0.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	0.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	0.8
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	0.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	0.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	0.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	0.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	0.8
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	0.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	0.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	0.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	0.7
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	0.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	0.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	0.7
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	0.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	0.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	0.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	0.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	0.6
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	0.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	0.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	0.6
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	0.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	0.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	0.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	0.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	0.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	0.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	0.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	0.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	0.4
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	0.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	0.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PHYHD1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1.76

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

6.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	32.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	30.1
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	30.0
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	28.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	27.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	27.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	23.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	23.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	19.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	19.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	17.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	16.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	15.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	14.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	14.1
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	13.1
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	12.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	12.6
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	12.4
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	11.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	11.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	10.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	9.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	9.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	9.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	9.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	9.0
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	8.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	8.4
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	6.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	6.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	6.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	6.4
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	5.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	5.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	4.9
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	4.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	4.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	4.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	3.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	3.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	3.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	3.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	3.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	3.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	3.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	3.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	3.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	3.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	3.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	3.0
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	2.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	2.8
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	2.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	2.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	2.5
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	2.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	2.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	2.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	2.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	2.1
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	1.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	1.9
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	1.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	1.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	1.7
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	1.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	1.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	1.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	1.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	1.3
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	1.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	1.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	1.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	1.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	1.1
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	1.1
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	1.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	0.9
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	0.9
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	0.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	0.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	0.9
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	0.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	0.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	0.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	0.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	0.8
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	0.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	0.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	0.7
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	0.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	0.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	0.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	0.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	0.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	0.4
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	0.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	0.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	0.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PHYHD1 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.97

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

29.9

Number of samples

282

Samples

Sample	Description	TPM
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	129.6
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	128.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	124.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	123.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	122.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	103.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	99.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	96.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	96.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	93.6
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	92.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	92.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	90.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	87.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	83.3
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	82.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	81.4
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	80.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	78.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	72.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	71.3
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	70.6
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	69.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	69.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	69.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	65.4
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	65.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	65.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	60.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	60.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	59.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	59.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	58.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	58.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	58.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	58.1
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	57.5
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	57.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	56.9
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	56.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	55.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	54.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	54.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	54.4
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	54.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	53.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	53.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	52.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	52.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	52.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	51.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	51.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	51.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	51.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	50.6
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	50.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	50.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	48.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	48.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	48.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	47.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	47.7
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	47.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	47.2
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	47.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	45.9
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	45.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	45.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	43.8
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	43.7
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	43.3
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	43.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	42.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	42.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	42.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	42.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	41.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	41.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	41.7
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	41.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	40.7
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	40.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	40.5
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	39.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	38.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	38.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	38.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	38.2
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	38.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	38.0
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	37.8
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	37.6
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	37.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	37.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	37.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	36.7
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	36.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	36.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	35.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	35.5
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	35.5
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	35.5
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	35.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	34.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	34.6
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	34.6
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	34.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	34.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	34.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	34.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	33.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	33.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	33.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	33.6
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	33.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	32.9
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	32.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	32.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	32.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	32.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	31.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	31.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	30.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	30.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	29.8
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	29.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	29.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	29.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	29.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	29.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	28.8
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	27.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	27.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	27.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	27.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	26.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	26.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	26.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	25.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	25.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	25.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	25.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	25.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	25.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	25.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	24.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	23.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	23.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	23.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	23.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	23.0
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	22.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	21.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	21.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	21.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	20.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	20.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	20.6
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	20.4
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	20.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	19.9
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	19.8
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	19.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	18.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	18.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	18.6
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	18.3
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	18.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	18.2
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	17.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	17.7
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	17.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	17.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	17.1
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	17.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	16.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	16.4
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	16.1
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	15.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	15.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	15.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	15.1
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	14.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	14.7
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	14.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	13.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	13.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	13.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	13.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	13.2
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	13.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	12.9
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	12.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	12.6
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	12.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	12.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	12.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	11.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	11.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.7
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	10.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	9.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	9.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	9.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	9.5
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	8.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	8.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	8.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	8.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	8.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	8.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	7.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	7.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	6.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	6.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	6.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	6.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	6.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	5.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	5.6
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	5.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	5.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	5.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	5.0
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	4.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	4.6
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	4.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	4.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	4.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	3.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	3.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	3.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	2.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	2.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	2.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	2.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	1.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	1.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	1.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	1.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	1.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	1.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	0.9
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	0.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	0.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	0.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	0.8
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	0.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	0.8
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	0.7
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	0.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	0.7
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	0.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	0.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	0.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	0.6
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	0.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	0.5
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	0.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	0.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	0.3
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	0.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	0.3
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	0.3
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	0.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	0.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	0.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	0.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	0.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.0
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	0.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	0.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	0.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	0.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	0.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	0.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	0.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	0.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0078840001	Normal	1.2
CPT0012090003	Normal	1.2
CPT0092800003	Normal	1.2
CPT0013790003	Normal	1.1
CPT0012770003	Normal	1.1
CPT0023360001	Normal	1.1
CPT0009080003	Normal	1.1
CPT0007870001	Normal	1.1
CPT0092740003	Normal	1.0
CPT0065450001	Normal	1.0
CPT0014130001	Normal	1.0
CPT0078530001	Normal	1.0
CPT0007470001	Normal	1.0
CPT0069010001	Normal	1.0
CPT0078940001	Normal	1.0
CPT0063640001	Normal	0.9
CPT0006730001	Normal	0.9
CPT0017450001	Normal	0.9
CPT0088920001	Normal	0.9
CPT0087050003	Normal	0.9
CPT0077140001	Normal	0.9
CPT0020130001	Normal	0.9
CPT0014350001	Normal	0.9
CPT0026420001	Normal	0.9
CPT0025060001	Normal	0.8
CPT0088500001	Normal	0.8
CPT0025610001	Normal	0.8
CPT0000790001	Normal	0.8
CPT0088780001	Normal	0.8
CPT0079000001	Normal	0.8
CPT0079430001	Normal	0.8
CPT0020020001	Normal	0.8
CPT0089040001	Normal	0.7
CPT0081620001	Normal	0.7
CPT0086370003	Normal	0.7
CPT0010170001	Normal	0.7
CPT0078670001	Normal	0.7
CPT0066430001	Normal	0.7
CPT0006530001	Normal	0.7
CPT0001510001	Normal	0.7
CPT0001550001	Normal	0.7
CPT0066520001	Normal	0.7
CPT0024680001	Normal	0.7
CPT0086890003	Normal	0.7
CPT0025920001	Normal	0.7
CPT0075570001	Normal	0.6
CPT0076350001	Normal	0.6
CPT0092310003	Normal	0.6
CPT0088570001	Normal	0.6
CPT0023710001	Normal	0.6
CPT0063330001	Normal	0.6
CPT0088710001	Normal	0.6
CPT0009020003	Normal	0.6
CPT0001230001	Normal	0.6
CPT0064400001	Normal	0.5
CPT0000660001	Normal	0.5
CPT0001270001	Normal	0.5
CPT0065820001	Normal	0.5
CPT0088640003	Normal	0.5
CPT0086970003	Normal	0.5
CPT0082010001	Normal	0.5
CPT0018250001	Normal	0.5
CPT0012920003	Normal	0.5
CPT0089480003	Normal	0.4
CPT0006950001	Normal	0.4
CPT0014470001	Normal	0.4
CPT0010120001	Normal	0.4
CPT0077500001	Normal	0.4
CPT0075170001	Normal	0.4
CPT0092190003	Normal	0.4
CPT0012290003	Normal	0.4
CPT0012640003	Normal	0.4
CPT0001350001	Normal	0.3
CPT0086830003	Normal	0.3
CPT0079230003	Tumor	0.3
CPT0000890001	Normal	0.3
CPT0019160001	Normal	0.3
CPT0011410003	Tumor	0.2
CPT0001190001	Normal	0.2
CPT0084590001	Normal	0.2
CPT0012570003	Normal	0.2
CPT0079300001	Normal	0.2
CPT0078830003	Tumor	0.1
CPT0002370001	Normal	0.1
CPT0069000003	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0069190001	Normal	0.1
CPT0088760003	Tumor	0.0
CPT0000640003	Tumor	0.0
CPT0088970003	Tumor	-0.1
CPT0066480003	Tumor	-0.1
CPT0065930003	Tumor	-0.1
CPT0079510001	Normal	-0.1
CPT0002270011	Tumor	-0.2
CPT0025170003	Tumor	-0.3
CPT0077320001	Normal	-0.3
CPT0079180003	Tumor	-0.4
CPT0065870003	Tumor	-0.4
CPT0006900003	Tumor	-0.4
CPT0063320003	Tumor	-0.4
CPT0088550004	Tumor	-0.5
CPT0002350011	Tumor	-0.5
CPT0009000003	Tumor	-0.6
CPT0087040003	Tumor	-0.6
CPT0023690003	Tumor	-0.6
CPT0092790003	Tumor	-0.7
CPT0078990003	Tumor	-0.7
CPT0089020003	Tumor	-0.7
CPT0010160003	Tumor	-0.7
CPT0092730003	Tumor	-0.8
CPT0025580004	Tumor	-0.8
CPT0064370003	Tumor	-0.8
CPT0009060003	Tumor	-0.8
CPT0019990003	Tumor	-0.8
CPT0075720003	Tumor	-0.8
CPT0011240003	Tumor	-0.8
CPT0089460004	Tumor	-0.9
CPT0078660003	Tumor	-0.9
CPT0092160003	Tumor	-0.9
CPT0079380003	Tumor	-0.9
CPT0001220008	Tumor	-1.0
CPT0078800003	Tumor	-1.0
CPT0075560003	Tumor	-1.1
CPT0066470004	Tumor	-1.1
CPT0015910003	Tumor	-1.1
CPT0017850003	Tumor	-1.1
CPT0001500009	Tumor	-1.1
CPT0063630003	Tumor	-1.2
CPT0000870016	Tumor	-1.2
CPT0088900003	Tumor	-1.2
CPT0077310003	Tumor	-1.2
CPT0069160003	Tumor	-1.2
CPT0025290003	Tumor	-1.4
CPT0006630003	Tumor	-1.4
CPT0014160003	Tumor	-1.4
CPT0088690003	Tumor	-1.4
CPT0001340003	Tumor	-1.4
CPT0065690003	Tumor	-1.4
CPT0079270003	Tumor	-1.4
CPT0025230003	Tumor	-1.4
CPT0006440003	Tumor	-1.4
CPT0088630003	Tumor	-1.4
CPT0081990003	Tumor	-1.4
CPT0020120003	Tumor	-1.4
CPT0007860003	Tumor	-1.4
CPT0079410003	Tumor	-1.5
CPT0017410003	Tumor	-1.5
CPT0086030003	Tumor	-1.5
CPT0065750003	Tumor	-1.5
CPT0025880003	Tumor	-1.5
CPT0086870003	Tumor	-1.5
CPT0065810003	Tumor	-1.5
CPT0014450004	Tumor	-1.5
CPT0000780007	Tumor	-1.5
CPT0014370004	Tumor	-1.5
CPT0012670003	Tumor	-1.6
CPT0084560003	Tumor	-1.6
CPT0077490003	Tumor	-1.6
CPT0078510003	Tumor	-1.6
CPT0012900004	Tumor	-1.7
CPT0081600003	Tumor	-1.7
CPT0012550003	Tumor	-1.7
CPT0021240003	Tumor	-1.7
CPT0007320003	Tumor	-1.7
CPT0086950003	Tumor	-1.7
CPT0019130003	Tumor	-1.7
CPT0012180003	Tumor	-1.7
CPT0086360003	Tumor	-1.8
CPT0065430003	Tumor	-1.8
CPT0076330003	Tumor	-1.8
CPT0010110003	Tumor	-1.8
CPT0092290003	Tumor	-1.9
CPT0081880003	Tumor	-1.9
CPT0012080003	Tumor	-1.9
CPT0025350003	Tumor	-1.9
CPT0088480003	Tumor	-2.0
CPT0023350003	Tumor	-2.1
CPT0012370003	Tumor	-2.1
CPT0001180009	Tumor	-2.1
CPT0079480003	Tumor	-2.1
CPT0024670003	Tumor	-2.1
CPT0015810003	Tumor	-2.1
CPT0012280003	Tumor	-2.2
CPT0025050003	Tumor	-2.2
CPT0086820003	Tumor	-2.2
CPT0075130003	Tumor	-2.2
CPT0025110003	Tumor	-2.2
CPT0026410003	Tumor	-2.3
CPT0077110003	Tumor	-2.3
CPT0001260009	Tumor	-2.4
CPT0001540009	Tumor	-2.4
CPT0085670003	Tumor	-2.4
CPT0015730003	Tumor	-2.4
CPT0071150004	Tumor	-2.5
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RENAL CANCER - Protein expressionⁱ

Pending cancer tissue analysis