Expression of TM2D1 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

TM2D1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.15

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

13.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	51.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	34.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	25.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	25.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	23.4
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	23.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	22.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	22.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	22.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	21.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	21.2
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	19.8
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	18.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	18.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	18.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	17.8
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	17.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	17.3
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	17.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	16.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	16.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	15.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	15.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	14.5
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	14.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	14.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	14.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	13.9
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	13.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	13.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	12.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	12.4
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	11.8
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	11.5
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	11.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	11.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	10.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	10.7
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	10.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	9.6
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	9.6
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	9.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	9.3
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	9.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	9.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	9.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	9.1
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	8.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	8.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	8.0
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	7.7
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	7.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	7.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	6.8
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	6.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	4.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	4.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	2.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	0.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	0.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TM2D1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.88

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

26.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	110.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	77.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	72.6
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	69.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	61.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	56.0
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	56.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	53.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	51.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	49.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	48.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	48.3
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	47.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	47.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	46.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	46.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	46.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	46.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	46.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	45.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	45.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	44.4
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	44.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	44.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	44.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	43.9
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	43.9
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	43.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	43.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	43.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	43.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	42.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	42.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	42.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	41.9
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	41.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	40.9
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	40.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	40.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	40.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	40.5
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	40.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	39.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	39.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	39.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	39.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	39.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	39.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	39.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	38.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	38.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	38.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	38.4
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	38.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	37.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	37.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	37.6
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	37.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	37.6
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	37.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	37.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	37.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	37.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	36.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	36.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	36.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	36.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	36.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	36.4
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	36.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	36.3
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	36.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	36.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	36.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	35.9
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	35.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	35.9
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	35.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	35.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	35.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	35.7
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	35.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	35.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	35.5
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	35.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	35.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	35.1
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	35.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	35.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	35.0
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	35.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	35.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	34.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	34.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	34.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	34.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	34.6
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	34.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	34.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	34.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	34.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	34.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	34.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	34.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	34.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	34.0
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	33.9
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	33.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	33.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	33.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	33.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	33.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	33.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	33.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	33.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	33.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	33.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	33.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	33.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	33.0
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	33.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	33.0
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	32.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	32.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	32.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	32.8
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	32.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	32.6
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	32.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	32.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	32.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	32.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	32.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	32.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	32.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	31.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	31.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	31.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	31.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	31.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	31.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	31.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	31.6
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	31.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	31.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	31.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	31.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	31.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	31.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	31.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	31.1
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	31.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	31.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	31.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	31.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	30.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	30.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	30.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	30.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	30.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	30.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	30.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	30.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	30.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	30.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	30.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	30.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	30.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	30.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	30.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	30.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	30.3
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	30.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	30.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	30.1
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	30.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	29.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	29.8
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	29.8
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	29.8
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	29.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	29.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	29.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	29.6
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	29.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	29.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	29.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	29.5
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	29.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	29.4
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	29.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	29.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	29.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	29.1
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	29.0
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	28.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	28.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	28.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	28.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	28.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	28.6
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	28.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	28.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	28.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	28.4
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	28.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	28.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	28.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	28.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	28.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	28.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	28.3
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	28.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	28.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	28.1
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	28.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	27.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	27.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	27.9
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	27.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	27.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	27.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	27.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	27.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	27.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	27.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	27.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	27.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	27.5
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	27.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	27.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	27.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	27.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	27.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	27.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	27.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	26.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	26.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	26.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	26.8
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	26.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	26.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	26.7
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	26.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	26.6
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	26.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	26.5
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	26.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	26.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	26.4
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	26.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	26.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	26.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	26.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	26.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	26.0
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	26.0
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	26.0
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	26.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	25.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	25.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	25.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	25.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	25.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	25.8
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	25.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	25.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	25.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	25.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	25.7
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	25.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	25.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	25.5
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	25.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	25.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	25.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	25.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	25.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	25.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	25.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	25.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	25.0
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	25.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	25.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	25.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	25.0
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	25.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	24.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	24.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	24.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	24.9
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	24.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	24.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	24.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	24.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	24.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	24.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	24.5
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	24.5
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	24.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	24.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	24.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	24.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	24.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	24.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	24.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	24.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	24.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	24.3
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	24.2
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	24.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	24.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	24.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	24.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	24.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	24.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	24.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	23.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	23.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	23.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	23.7
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	23.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	23.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	23.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	23.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	23.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	23.5
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	23.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	23.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	23.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	23.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	23.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	23.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	23.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	23.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	23.0
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	23.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	22.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	22.7
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	22.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	22.6
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	22.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	22.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	22.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	22.2
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	22.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	22.1
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	22.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	22.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	22.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	22.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	21.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	21.9
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	21.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	21.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	21.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	21.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	21.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	21.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	21.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	21.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	21.4
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	21.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	21.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	21.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	21.1
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	21.0
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	21.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	20.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	20.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	20.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	20.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	20.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	20.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	20.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	20.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	20.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	20.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	20.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	20.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	20.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	20.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	19.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	19.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	19.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	19.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	19.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	19.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	19.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	19.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	19.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	18.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	18.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	18.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	18.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	18.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	18.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	18.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	18.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	18.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	18.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	18.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	18.1
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	18.1
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	18.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	18.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	17.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	17.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	17.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	17.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	17.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	17.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	17.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	17.6
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	17.6
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	17.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	17.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	17.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	17.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	17.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	17.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	17.3
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	17.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	17.1
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	17.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	17.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	17.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	17.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	17.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	16.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	16.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	16.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	16.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	16.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	16.5
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	16.5
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	16.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	16.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	16.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	16.2
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	16.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	16.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	16.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	16.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	15.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	15.9
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	15.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	15.7
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	15.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	15.3
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	15.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	15.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	15.1
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	14.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	14.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	14.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	14.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	14.7
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	14.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	14.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	14.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	14.4
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	14.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	14.2
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	14.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	14.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	13.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	13.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	13.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	13.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	13.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	13.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	12.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	12.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	12.7
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	12.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	12.5
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	12.5
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	12.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	12.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	11.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	11.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	11.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	11.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	11.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	11.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	11.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	11.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	11.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	11.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	11.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	10.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	10.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	10.5
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	10.1
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	10.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	9.7
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	9.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	9.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	9.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	9.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	9.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	9.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	8.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	8.3
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	8.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.6
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	7.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	7.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	6.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	6.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	5.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	5.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	3.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TM2D1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 35.97

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

34.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	65.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	59.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	58.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	53.3
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	53.3
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	51.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	50.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	49.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	49.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	48.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	46.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	46.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	46.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	45.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	44.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	44.7
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	44.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	43.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	42.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	42.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	41.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	41.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	41.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	41.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	41.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	40.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	40.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	40.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	40.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	39.9
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	39.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	39.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	39.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	38.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	38.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	38.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	38.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	38.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	38.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	37.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	37.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	37.0
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	36.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	36.5
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	36.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	36.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	35.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	35.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	35.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	35.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	34.8
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	34.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	34.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	32.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	32.7
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	32.7
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	32.5
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	32.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	32.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	31.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	31.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	31.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	30.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	30.8
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	30.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	30.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	30.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	30.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	30.1
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	30.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	29.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	29.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	29.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	29.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	29.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	28.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	28.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	27.8
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	27.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	27.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	26.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	26.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	25.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	24.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	24.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	23.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	22.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	22.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	21.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	21.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	20.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	20.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	20.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	20.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	20.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	20.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	19.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	18.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	14.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	10.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TM2D1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.86

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

17.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	63.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	56.9
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	54.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	52.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	48.7
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	47.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	46.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	42.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	41.5
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	40.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	37.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	37.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	36.4
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	36.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	35.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	35.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	34.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	33.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	32.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	32.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	32.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	32.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	32.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	31.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	31.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	30.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	30.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	30.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	29.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	29.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	29.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	29.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	29.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	29.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	29.0
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	28.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	28.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	28.8
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	28.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	28.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	28.2
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	28.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	28.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	27.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	27.8
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	27.7
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	27.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	27.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	27.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	27.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	27.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	26.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	26.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	26.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	26.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	26.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	26.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	26.2
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	25.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	25.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	25.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	25.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	25.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	25.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	24.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	24.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	24.6
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	24.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	24.2
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	24.0
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	23.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	23.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	23.8
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	23.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	23.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	23.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	23.1
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	23.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	22.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	22.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	22.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	22.6
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	22.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	22.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	22.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	22.3
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	22.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	22.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	22.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	22.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	22.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	21.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	21.8
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	21.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	21.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	21.3
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	21.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	21.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	21.1
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	21.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	21.0
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	20.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	20.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	20.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	20.7
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	20.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	20.6
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	20.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	20.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	20.3
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	20.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	19.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	19.5
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	19.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	19.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	19.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	19.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	19.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	19.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	19.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	18.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	18.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	18.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	18.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	18.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	18.7
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	18.7
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	18.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	18.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	18.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	18.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	18.5
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	18.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	18.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	18.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	18.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	18.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	17.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	17.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	17.9
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	17.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	17.6
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	17.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	17.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	17.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	17.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	17.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	17.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	17.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	16.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	16.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	16.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	16.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	16.5
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	16.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	16.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	16.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	16.1
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	15.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	15.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	15.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	15.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	15.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	15.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	15.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	15.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	15.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	15.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	15.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	15.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	14.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	14.9
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	14.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	14.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	14.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	14.7
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	14.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	14.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	14.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	14.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	14.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	14.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	14.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	13.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	13.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	13.8
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	13.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	13.6
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	13.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	13.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	13.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	13.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	13.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	13.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	13.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	12.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	12.7
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	12.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	12.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	12.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	12.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	12.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	12.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	12.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	11.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	11.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	11.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	11.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	11.4
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	11.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	11.1
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	10.6
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	10.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	10.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	9.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	9.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	9.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	9.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	9.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	9.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	8.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	8.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	8.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	8.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	8.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	8.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	8.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	8.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	7.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	7.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	7.6
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	7.4
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	7.3
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	7.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	7.1
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	7.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	6.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	6.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	5.6
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	5.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	5.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	5.2
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	3.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	3.6
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	3.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	3.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	2.8
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	2.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	2.5
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	2.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	1.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	1.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	1.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	1.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	1.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	1.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	1.3
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	1.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	1.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	1.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	1.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	0.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	0.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	0.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	0.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	0.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	0.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	0.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	0.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	0.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	0.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	0.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	0.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0000640003	Tumor	1.2
CPT0088480003	Tumor	0.9
CPT0025050003	Tumor	0.8
CPT0014450004	Tumor	0.8
CPT0069000003	Tumor	0.8
CPT0077110003	Tumor	0.7
CPT0025230003	Tumor	0.7
CPT0002350011	Tumor	0.6
CPT0013790003	Normal	0.6
CPT0063630003	Tumor	0.6
CPT0006900003	Tumor	0.6
CPT0079270003	Tumor	0.6
CPT0079480003	Tumor	0.6
CPT0078800003	Tumor	0.6
CPT0001180009	Tumor	0.5
CPT0079230003	Tumor	0.5
CPT0012670003	Tumor	0.5
CPT0006440003	Tumor	0.5
CPT0087040003	Tumor	0.5
CPT0084560003	Tumor	0.4
CPT0026410003	Tumor	0.4
CPT0011410003	Tumor	0.4
CPT0086950003	Tumor	0.4
CPT0023360001	Normal	0.4
CPT0092730003	Tumor	0.4
CPT0012770003	Normal	0.3
CPT0066480003	Tumor	0.3
CPT0001510001	Normal	0.3
CPT0089020003	Tumor	0.3
CPT0010160003	Tumor	0.3
CPT0015810003	Tumor	0.3
CPT0002270011	Tumor	0.3
CPT0086870003	Tumor	0.3
CPT0010170001	Normal	0.3
CPT0089480003	Normal	0.3
CPT0069190001	Normal	0.3
CPT0012280003	Tumor	0.3
CPT0078660003	Tumor	0.3
CPT0012080003	Tumor	0.3
CPT0078830003	Tumor	0.2
CPT0077490003	Tumor	0.2
CPT0088760003	Tumor	0.2
CPT0025580004	Tumor	0.2
CPT0092800003	Normal	0.2
CPT0065430003	Tumor	0.2
CPT0001340003	Tumor	0.2
CPT0026420001	Normal	0.2
CPT0000870016	Tumor	0.2
CPT0066430001	Normal	0.2
CPT0084590001	Normal	0.2
CPT0023350003	Tumor	0.2
CPT0000780007	Tumor	0.2
CPT0012570003	Normal	0.2
CPT0088690003	Tumor	0.2
CPT0078990003	Tumor	0.2
CPT0088630003	Tumor	0.2
CPT0000790001	Normal	0.1
CPT0001220008	Tumor	0.1
CPT0069160003	Tumor	0.1
CPT0088640003	Normal	0.1
CPT0079410003	Tumor	0.1
CPT0089040001	Normal	0.1
CPT0086820003	Tumor	0.1
CPT0014370004	Tumor	0.1
CPT0014130001	Normal	0.1
CPT0001260009	Tumor	0.1
CPT0023710001	Normal	0.1
CPT0071150004	Tumor	0.1
CPT0087050003	Normal	0.1
CPT0075130003	Tumor	0.1
CPT0092740003	Normal	0.1
CPT0001350001	Normal	0.1
CPT0065750003	Tumor	0.1
CPT0089460004	Tumor	0.1
CPT0092310003	Normal	0.1
CPT0065450001	Normal	0.1
CPT0078940001	Normal	0.1
CPT0000660001	Normal	0.0
CPT0088500001	Normal	0.0
CPT0000890001	Normal	0.0
CPT0007320003	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0010110003	Tumor	0.0
CPT0025350003	Tumor	0.0
CPT0012180003	Tumor	0.0
CPT0019130003	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0001500009	Tumor	0.0
CPT0085670003	Tumor	0.0
CPT0086830003	Normal	0.0
CPT0025920001	Normal	0.0
CPT0088710001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0012290003	Normal	0.0
CPT0077140001	Normal	0.0
CPT0001540009	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0078840001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0086370003	Normal	-0.1
CPT0079300001	Normal	-0.1
CPT0001190001	Normal	-0.1
CPT0001270001	Normal	-0.1
CPT0088920001	Normal	-0.1
CPT0017850003	Tumor	-0.1
CPT0025060001	Normal	-0.1
CPT0014350001	Normal	-0.1
CPT0088780001	Normal	-0.1
CPT0092190003	Normal	-0.1
CPT0065810003	Tumor	-0.1
CPT0078530001	Normal	-0.1
CPT0088970003	Tumor	-0.1
CPT0079510001	Normal	-0.1
CPT0086890003	Normal	-0.1
CPT0079430001	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0012640003	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0075170001	Normal	-0.1
CPT0081600003	Tumor	-0.2
CPT0012090003	Normal	-0.2
CPT0025880003	Tumor	-0.2
CPT0007870001	Normal	-0.2
CPT0020130001	Normal	-0.2
CPT0088570001	Normal	-0.2
CPT0065870003	Tumor	-0.2
CPT0079000001	Normal	-0.2
CPT0014160003	Tumor	-0.2
CPT0079380003	Tumor	-0.2
CPT0014470001	Normal	-0.2
CPT0081990003	Tumor	-0.2
CPT0001550001	Normal	-0.2
CPT0077320001	Normal	-0.2
CPT0019160001	Normal	-0.2
CPT0082010001	Normal	-0.2
CPT0088900003	Tumor	-0.2
CPT0078670001	Normal	-0.2
CPT0069010001	Normal	-0.2
CPT0020020001	Normal	-0.2
CPT0078930003	Tumor	-0.2
CPT0086360003	Tumor	-0.2
CPT0002370001	Normal	-0.2
CPT0006730001	Normal	-0.2
CPT0076350001	Normal	-0.3
CPT0075570001	Normal	-0.3
CPT0063330001	Normal	-0.3
CPT0064370003	Tumor	-0.3
CPT0001230001	Normal	-0.3
CPT0007470001	Normal	-0.3
CPT0092790003	Tumor	-0.3
CPT0025170003	Tumor	-0.3
CPT0024680001	Normal	-0.3
CPT0025290003	Tumor	-0.4
CPT0065930003	Tumor	-0.4
CPT0020120003	Tumor	-0.4
CPT0063320003	Tumor	-0.4
CPT0018250001	Normal	-0.4
CPT0075560003	Tumor	-0.4
CPT0024670003	Tumor	-0.4
CPT0088550004	Tumor	-0.4
CPT0006950001	Normal	-0.4
CPT0019990003	Tumor	-0.4
CPT0015910003	Tumor	-0.4
CPT0065690003	Tumor	-0.4
CPT0025610001	Normal	-0.4
CPT0010120001	Normal	-0.4
CPT0076330003	Tumor	-0.4
CPT0086030003	Tumor	-0.4
CPT0025110003	Tumor	-0.5
CPT0081620001	Normal	-0.5
CPT0075720003	Tumor	-0.5
CPT0066520001	Normal	-0.5
CPT0023690003	Tumor	-0.6
CPT0066470004	Tumor	-0.6
CPT0006630003	Tumor	-0.6
CPT0078510003	Tumor	-0.6
CPT0007860003	Tumor	-0.8
CPT0012550003	Tumor	-0.9
CPT0081880003	Tumor	-0.9
CPT0012370003	Tumor	-1.1
CPT0092290003	Tumor	-1.1
CPT0015730003	Tumor	-1.1
CPT0011240003	Tumor	-1.4
CPT0079180003	Tumor	-1.4
CPT0012920003	Normal	N/A
CPT0021240003	Tumor	N/A
CPT0012900004	Tumor	N/A
CPT0009000003	Tumor	N/A
CPT0009020003	Normal	N/A
CPT0017410003	Tumor	N/A
CPT0017450001	Normal	N/A
CPT0009080003	Normal	N/A
CPT0009060003	Tumor	N/A
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA046058
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Adenocarcinoma, NOS