Expression of PACS2 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

PACS2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 29

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

21.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	49.6
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	49.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	46.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	45.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	44.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	42.3
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	40.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	35.6
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	34.4
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	33.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	32.9
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	31.6
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	30.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	29.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	28.3
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	27.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	26.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	25.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	25.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	24.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	23.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	23.3
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	22.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	22.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	22.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	22.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	22.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	20.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	20.7
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	20.6
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	20.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	20.1
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	20.0
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	19.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	19.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	19.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	18.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	18.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	18.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	17.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	17.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	16.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	16.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	15.4
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	14.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	14.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	14.6
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	14.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	13.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	13.6
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	13.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	13.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	11.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	11.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	11.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	10.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	9.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	9.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	8.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	7.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	7.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	5.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	5.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PACS2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.85

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

13.7

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	34.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	34.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	34.1
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	32.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	31.9
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	31.9
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	31.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	31.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	30.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	30.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	30.4
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	30.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	30.0
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	29.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	29.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	29.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	28.7
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	28.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	28.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	28.0
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	27.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	27.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	27.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	27.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	26.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	26.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	26.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	26.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	25.9
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	25.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	25.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	24.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	24.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	24.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	24.1
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	23.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	23.9
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	23.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	23.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	23.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	23.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	23.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	23.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	23.2
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	23.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	23.1
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	23.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	22.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	22.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	22.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	22.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	22.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	22.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	22.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	22.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	22.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	22.1
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	22.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	22.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	22.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	22.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	21.9
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	21.8
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	21.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	21.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	21.7
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	21.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	21.6
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	21.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	21.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	21.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	21.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	21.3
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	21.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	21.3
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	21.2
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	21.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	21.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	21.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	21.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	21.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	20.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	20.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	20.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	20.7
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	20.6
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	20.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	20.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	20.5
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	20.5
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	20.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	20.3
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	20.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	20.2
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	20.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	20.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	20.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	19.9
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	19.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	19.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	19.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	19.7
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	19.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	19.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	19.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	19.4
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	19.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	19.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	19.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	19.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	19.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	19.3
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	19.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	19.1
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	19.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	19.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	18.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	18.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	18.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	18.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	18.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	18.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	18.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	18.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	18.4
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	18.4
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	18.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	18.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	18.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	18.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	18.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	18.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	18.0
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	18.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	17.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	17.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	17.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	17.8
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	17.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	17.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	17.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	17.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	17.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	17.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	17.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	17.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	17.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	17.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	17.4
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	17.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	17.3
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	17.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	17.2
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	17.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	17.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	17.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	17.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	17.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	17.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	17.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	17.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	17.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	17.0
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	16.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	16.9
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	16.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	16.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	16.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	16.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	16.8
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	16.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	16.8
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	16.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	16.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	16.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	16.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	16.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	16.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	16.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	16.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	16.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	16.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	16.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	16.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	16.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	15.9
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	15.9
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	15.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	15.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	15.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	15.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	15.7
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	15.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	15.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	15.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	15.6
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	15.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	15.6
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	15.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	15.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	15.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	15.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	15.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	15.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	15.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	15.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	15.0
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	15.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	15.0
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	15.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	14.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	14.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	14.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	14.8
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	14.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	14.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	14.8
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	14.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	14.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	14.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	14.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	14.5
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	14.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	14.3
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	14.3
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	14.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	14.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	14.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	14.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	14.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	14.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	14.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	14.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	14.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	14.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	14.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	14.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	14.0
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	13.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	13.8
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	13.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	13.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	13.8
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	13.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	13.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	13.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	13.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	13.5
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	13.4
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	13.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	13.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	13.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	13.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	13.1
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	13.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	13.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	13.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	13.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	12.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	12.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	12.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	12.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	12.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	12.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	12.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	12.7
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	12.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	12.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	12.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	12.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	12.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	12.4
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	12.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	12.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	12.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	12.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	12.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	12.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	12.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	12.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	12.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	12.0
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	12.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	12.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	12.0
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	11.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	11.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	11.7
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	11.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	11.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	11.7
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	11.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	11.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	11.6
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	11.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	11.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	11.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	11.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	11.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	11.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	11.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	11.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	11.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	11.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	11.2
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	11.2
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	11.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	11.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	11.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	11.1
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	11.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	11.0
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	11.0
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	11.0
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	11.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	10.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	10.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	10.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	10.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	10.9
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	10.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	10.8
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	10.7
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	10.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	10.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	10.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	10.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	10.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	10.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	10.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	10.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	10.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	10.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	10.4
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	10.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	10.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	10.3
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	10.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	10.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	10.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	10.2
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	10.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	10.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	10.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	10.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	10.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	10.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	10.1
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	10.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	10.0
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	10.0
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	10.0
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	10.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	10.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	10.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	9.9
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	9.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	9.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	9.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	9.7
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	9.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	9.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	9.6
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	9.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	9.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	9.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	9.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	9.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	9.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	9.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	9.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	9.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	9.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	9.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	9.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	9.2
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	9.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	9.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	9.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	9.1
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	9.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	9.0
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	9.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	8.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	8.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	8.9
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	8.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	8.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	8.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	8.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	8.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	8.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	8.7
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	8.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	8.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	8.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	8.4
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	8.4
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	8.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	8.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	8.4
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	8.3
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	8.3
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	8.3
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	8.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	8.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	8.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	7.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	7.9
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	7.9
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	7.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	7.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	7.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	7.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	7.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	7.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	7.7
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	7.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	7.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	7.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	7.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	7.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	7.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	7.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	7.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	7.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	7.1
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	7.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	7.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	7.1
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	7.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	7.0
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	7.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	7.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	6.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	6.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	6.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	6.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	6.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	6.8
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	6.7
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	6.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	6.6
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	6.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	6.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	6.5
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	6.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	6.4
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	6.3
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	6.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	6.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	6.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	6.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	5.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	5.8
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	5.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	5.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	5.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	5.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	5.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	5.7
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	5.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	5.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	5.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	5.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	5.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	5.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	5.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	5.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	5.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	5.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	5.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	5.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	5.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	5.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	5.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	5.0
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	4.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	4.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	4.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	4.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	4.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	4.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	4.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	4.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	4.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	4.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	4.3
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	4.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	3.9
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	3.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	3.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	3.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	3.6
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	3.6
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	3.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	3.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	3.4
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	3.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	3.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	3.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	3.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	2.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	2.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	2.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	2.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	2.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	2.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	1.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	1.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	1.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	1.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PACS2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.25

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

17.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	32.3
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	31.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	29.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	29.7
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	29.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	28.7
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	28.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	28.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	28.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	27.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	27.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	27.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	26.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	26.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	26.0
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	25.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	25.4
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	25.3
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	25.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	24.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	24.0
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	23.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	23.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	23.4
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	23.3
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	22.7
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	22.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	22.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	22.3
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	21.9
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	21.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	21.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	21.3
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	21.1
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	21.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	21.0
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	20.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	20.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	20.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	20.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	19.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	19.4
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	19.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	18.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	18.7
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	18.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	18.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	18.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	17.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	17.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	17.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	17.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	17.3
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	17.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	16.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	16.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	15.8
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	15.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	15.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	15.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	15.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	15.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	15.2
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	14.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	14.1
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	13.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	13.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	13.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	12.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	12.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	12.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	12.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	12.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	12.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	12.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	12.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	11.8
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	11.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	10.7
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	10.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	9.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	9.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	9.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	9.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	8.8
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	8.8
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	8.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	8.8
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	8.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	8.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	8.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	8.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	7.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	7.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	6.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	6.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	5.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	4.9
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	3.8
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PACS2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.47

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

15.6

Number of samples

282

Samples

Sample	Description	TPM
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	82.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	54.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	43.7
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	39.7
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	39.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	38.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	37.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	37.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	36.8
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	34.3
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	33.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	33.7
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	33.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	32.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	32.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	31.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	31.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	30.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	30.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	30.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	29.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	29.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	28.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	28.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	28.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	27.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	27.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	27.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	27.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	26.3
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	25.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	25.8
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	25.8
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	25.7
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	25.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	25.5
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	25.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	25.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	25.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	24.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	24.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	24.5
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	24.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	24.1
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	23.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	23.7
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	23.6
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	23.2
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	22.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	22.2
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	22.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	22.0
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	21.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	21.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	21.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	21.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	21.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	20.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	20.9
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	20.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	20.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	20.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	20.7
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	20.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	20.5
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	20.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	20.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	19.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	19.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	19.8
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	19.6
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	19.1
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	18.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	18.9
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	18.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	18.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	18.6
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	18.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	18.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	18.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	18.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	18.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	18.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	18.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	18.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	18.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	18.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	18.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	18.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	17.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	17.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	17.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	17.5
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	17.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	17.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	17.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	17.3
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	17.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	17.2
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	17.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	17.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	17.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	17.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	17.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	17.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	16.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	16.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	16.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	16.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	16.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	16.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	16.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	16.3
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	16.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	16.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	16.0
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	16.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	16.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	15.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	15.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	15.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	15.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	15.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	15.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	15.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	15.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	15.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	15.1
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	15.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	15.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	14.9
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	14.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	14.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	14.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	14.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	14.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	14.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	14.2
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	14.2
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	14.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	14.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	14.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	14.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	14.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	13.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	13.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	13.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	13.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	13.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	13.8
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	13.7
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	13.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	13.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	13.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	13.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	13.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	13.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	13.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	13.3
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	13.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	13.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	13.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	13.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	12.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	12.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	12.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	12.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	12.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	12.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	12.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	12.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	12.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	12.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	12.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	12.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	12.2
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	12.2
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	12.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	12.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	11.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	11.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	11.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	11.6
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	11.5
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	11.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	11.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	11.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	11.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	11.0
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	10.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	10.9
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	10.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	10.8
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	10.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	10.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	10.6
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	10.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	10.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	10.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	10.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	10.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	10.2
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	10.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	10.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	10.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	10.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	9.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	9.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	9.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	9.6
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.6
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.5
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	9.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	9.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	9.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	9.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	9.2
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	9.0
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	8.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	8.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	8.8
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	8.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	8.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	8.4
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	8.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	8.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	8.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	8.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	8.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	8.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	8.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	8.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	7.9
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	7.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	7.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	7.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	7.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	7.5
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	7.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	7.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	7.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	7.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	7.1
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	6.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	6.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	6.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	6.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	6.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	6.3
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	6.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	6.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	5.5
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.5
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	5.4
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	5.3
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	5.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	5.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	4.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	4.8
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	4.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	4.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	4.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	4.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	4.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	4.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	4.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	4.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	3.8
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.7
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	3.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	2.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	2.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	2.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	2.3
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Pending cancer tissue analysis