Expression of TRAPPC9 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

TRAPPC9 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.59

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

15.4

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	41.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	35.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	28.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	27.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	26.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	25.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	25.2
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	22.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	20.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	19.8
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	19.6
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	19.4
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	19.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	18.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	18.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	18.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	18.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	18.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	18.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	17.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	17.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	17.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	17.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	17.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	16.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	16.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	15.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	15.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	15.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	14.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	14.9
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	14.8
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	14.7
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	14.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	14.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	14.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	13.9
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	13.5
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	13.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	12.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	12.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	12.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	12.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	12.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	11.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	11.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	11.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	10.9
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	10.9
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	10.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	10.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	10.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	9.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	9.7
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	9.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	7.2
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	7.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	6.7
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	4.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	4.7
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	4.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TRAPPC9 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.74

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

10.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	26.4
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	25.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	25.9
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	25.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	24.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	22.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	20.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	20.8
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	20.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	20.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	20.2
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	19.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	19.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	19.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	18.7
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	18.7
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	18.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	18.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	18.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	18.1
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	18.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	18.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	17.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	17.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	17.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	17.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	17.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	16.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	16.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	16.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	16.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	16.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	16.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	16.2
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	16.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	16.1
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	16.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	16.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	15.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	15.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	15.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	15.6
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	15.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	15.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	15.4
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	15.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	15.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	15.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	15.0
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	14.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	14.9
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	14.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	14.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	14.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	14.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	14.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	14.8
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	14.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	14.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	14.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	14.6
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	14.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	14.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	14.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	14.5
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	14.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	14.4
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	14.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	14.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	14.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	14.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	14.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	14.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	14.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	14.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	13.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	13.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	13.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	13.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	13.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	13.6
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	13.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	13.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	13.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	13.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	13.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	13.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	13.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	13.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	13.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	13.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	13.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	13.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	13.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	13.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	13.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	13.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	13.3
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	13.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	13.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	13.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	13.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	13.2
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	13.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	13.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	13.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	13.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	13.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	13.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	13.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	12.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	12.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	12.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	12.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	12.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	12.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	12.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	12.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	12.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	12.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	12.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	12.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	12.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	12.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	12.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	12.7
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	12.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	12.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	12.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	12.6
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	12.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	12.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	12.5
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	12.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	12.5
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	12.5
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	12.5
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	12.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	12.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	12.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	12.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	12.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	12.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	12.4
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	12.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	12.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	12.3
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	12.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	12.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	12.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	12.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	12.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	12.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	12.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	12.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	12.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	12.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	12.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	12.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	12.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	12.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	12.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	12.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	12.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	12.0
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	12.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	12.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	12.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	12.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	11.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	11.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	11.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	11.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	11.9
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	11.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	11.9
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	11.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	11.8
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	11.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	11.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	11.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	11.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	11.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	11.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	11.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	11.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	11.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	11.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	11.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	11.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	11.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	11.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	11.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	11.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	11.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	11.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	11.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	11.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	11.5
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	11.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	11.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	11.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	11.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	11.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	11.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	11.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	11.4
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	11.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	11.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	11.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	11.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	11.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	11.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	11.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	11.3
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	11.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	11.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	11.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	11.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	11.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	11.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	11.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	11.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	11.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	11.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	11.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	11.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	11.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	11.1
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	11.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	11.1
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	11.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	11.0
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	11.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	11.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	11.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	10.9
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	10.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	10.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	10.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	10.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	10.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	10.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	10.8
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	10.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	10.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	10.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	10.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	10.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	10.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	10.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	10.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	10.7
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	10.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	10.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	10.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	10.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	10.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	10.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	10.6
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	10.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	10.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	10.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	10.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	10.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	10.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	10.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	10.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	10.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	10.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	10.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	10.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	10.4
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	10.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	10.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	10.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	10.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	10.4
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	10.4
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	10.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	10.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	10.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	10.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	10.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	10.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	10.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	10.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	10.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	10.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.2
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	10.2
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	10.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	10.2
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	10.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	10.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	10.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	10.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	10.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	10.1
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	10.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	10.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	10.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	10.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	10.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	9.9
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	9.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	9.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	9.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	9.9
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	9.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	9.8
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	9.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	9.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	9.8
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	9.8
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	9.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	9.8
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	9.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	9.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	9.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	9.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	9.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	9.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	9.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	9.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	9.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	9.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	9.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	9.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	9.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	9.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	9.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	9.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	9.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	9.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	9.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	9.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	9.4
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	9.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	9.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	9.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	9.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	9.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	9.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	9.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	9.3
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	9.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	9.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	9.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	9.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	9.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	9.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	9.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	9.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	9.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	9.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	9.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	9.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	9.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	9.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	9.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	9.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	9.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	9.0
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	9.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	9.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	9.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	9.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	9.0
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	9.0
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	8.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	8.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	8.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	8.9
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	8.9
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	8.8
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	8.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	8.7
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	8.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	8.7
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	8.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	8.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	8.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	8.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	8.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	8.6
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	8.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	8.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	8.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	8.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	8.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	8.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	8.4
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	8.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	8.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	8.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	8.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	8.3
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	8.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	8.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	8.3
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	8.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	8.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	8.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	8.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	8.1
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	8.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	8.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	8.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	8.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	8.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	8.1
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	8.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	8.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	8.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	8.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	7.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	7.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	7.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	7.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	7.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	7.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	7.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	7.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	7.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	7.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	7.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	7.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	7.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	7.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	7.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	7.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	7.6
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	7.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	7.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	7.5
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	7.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	7.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	7.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	7.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	7.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	7.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	7.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	7.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	7.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	7.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	7.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	7.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	7.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	7.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	7.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	7.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	7.0
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	7.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	7.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	6.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	6.9
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	6.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	6.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	6.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	6.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	6.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	6.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	6.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	6.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	6.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	6.4
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	6.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	6.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	6.3
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	6.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	6.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	6.1
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	6.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	6.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	6.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	5.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	5.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	5.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	5.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	5.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	5.8
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	5.7
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	5.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	5.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	5.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	5.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	5.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	5.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	5.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	5.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	5.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	5.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	5.3
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	5.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	5.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	5.2
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	5.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	4.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	4.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	4.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	4.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	4.4
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	4.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.2
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	3.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	3.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	3.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	3.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	3.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	3.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	2.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TRAPPC9 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.48

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

10.1

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	20.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	18.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	17.8
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	17.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	17.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	14.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	14.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	14.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	14.2
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	13.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	13.3
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	13.2
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	12.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	12.8
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	12.7
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	12.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	12.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	12.5
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	12.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	12.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	12.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	12.3
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	12.1
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	11.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	11.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	11.5
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	11.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	11.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	11.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	11.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	11.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	11.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	11.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	11.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	11.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	11.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	10.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	10.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	10.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	10.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	10.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	10.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	10.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	10.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	10.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	10.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	10.1
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	10.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	10.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	10.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	9.8
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	9.7
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	9.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	9.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	9.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	9.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	9.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	9.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	9.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	9.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	9.2
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	9.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	9.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	9.1
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	9.0
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	8.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	8.8
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	8.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	8.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	8.6
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	8.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	8.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	8.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	8.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	8.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	8.1
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	8.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	8.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	8.0
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	7.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	7.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	7.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	7.8
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	7.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	7.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	7.3
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	7.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	6.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	6.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	6.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	6.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	6.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	6.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	6.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	6.0
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	5.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	5.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	4.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	4.7
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TRAPPC9 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.97

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

14.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	36.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	34.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	33.7
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	33.1
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	32.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	32.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	31.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	28.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	28.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	27.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	26.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	26.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	26.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	26.2
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	25.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	25.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	25.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	25.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	24.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	24.6
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	24.5
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	24.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	24.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	23.7
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	23.6
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	23.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	22.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	22.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	22.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	22.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	22.3
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	22.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	22.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	22.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	22.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	22.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	21.9
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	21.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	21.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	21.6
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	21.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	21.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	20.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	20.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	20.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	20.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	20.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	20.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	20.0
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	20.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	20.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	19.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	19.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	19.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	19.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	19.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	19.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	19.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	19.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	19.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	19.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	18.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	18.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	18.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	18.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	18.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	18.4
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	18.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	18.0
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	17.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	17.8
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	17.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	17.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	17.7
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	17.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	17.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	17.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	17.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	17.5
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	17.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	17.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	17.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	17.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	17.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	17.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	16.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	16.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	16.8
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	16.8
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	16.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	16.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	16.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	16.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	16.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	16.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	16.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	16.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	16.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	16.2
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	16.2
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	16.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	16.1
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	16.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	16.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	16.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	16.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	15.9
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	15.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	15.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	15.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	15.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	15.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	15.6
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	15.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	15.5
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	15.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	15.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	15.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	15.3
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	15.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	15.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	15.1
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	15.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	15.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	15.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	15.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	14.8
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	14.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	14.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	14.8
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	14.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	14.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	14.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	14.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	14.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	14.5
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	14.5
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	14.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	14.4
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	14.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	14.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	14.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	14.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	14.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	13.9
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	13.9
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	13.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	13.7
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	13.7
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	13.6
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	13.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	13.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	13.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	13.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	13.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	13.4
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	13.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	13.4
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	13.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	13.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	13.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	13.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	13.2
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	13.1
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	13.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	13.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	13.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	13.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	12.9
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	12.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	12.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	12.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	12.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	12.4
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	12.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	12.4
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	12.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	12.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	12.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	12.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	12.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	12.1
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	12.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	11.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	11.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	11.7
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	11.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	11.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	11.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	11.5
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	11.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	11.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	11.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	11.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	11.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	11.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	11.2
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	11.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	11.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	11.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	11.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	11.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	11.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	11.1
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	11.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	11.0
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	11.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	10.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	10.9
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	10.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	10.9
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	10.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	10.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	10.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	10.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	10.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	10.4
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	10.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	10.3
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	10.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	10.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	10.1
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	10.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	10.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	10.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	10.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	10.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	10.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	9.9
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	9.9
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	9.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	9.7
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	9.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.5
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	9.5
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	9.3
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	9.3
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	9.3
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	9.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	8.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	8.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	8.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	8.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	8.6
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	8.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	8.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	8.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	8.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	8.2
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	8.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	8.1
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	7.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	7.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	7.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	7.9
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	7.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	7.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	7.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	7.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	7.4
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	7.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	7.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	7.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	7.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	6.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	6.3
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	6.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	5.9
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	5.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	5.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	5.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	4.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	4.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	4.7
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	3.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	3.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	2.9
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	2.2
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Pending cancer tissue analysis