Expression of TM7SF2 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

TM7SF2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 63.63

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

103.1

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	824.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	263.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	249.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	207.2
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	206.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	196.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	181.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	173.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	146.2
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	146.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	143.6
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	137.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	129.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	126.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	125.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	125.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	124.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	124.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	122.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	122.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	122.4
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	111.9
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	110.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	105.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	103.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	103.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	96.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	96.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	88.6
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	87.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	86.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	85.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	81.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	75.7
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	75.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	73.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	72.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	71.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	68.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	68.1
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	68.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	67.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	65.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	65.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	64.4
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	63.8
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	63.4
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	53.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	49.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	47.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	45.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	44.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	42.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	39.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	37.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	34.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	26.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	19.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	18.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	11.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	10.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	3.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	3.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	2.1
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TM7SF2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.75

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

12.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	120.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	87.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	74.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	71.6
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	65.1
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	64.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	64.0
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	61.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	56.9
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	49.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	47.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	47.4
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	47.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	46.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	45.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	37.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	36.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	34.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	33.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	33.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	32.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	32.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	31.5
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	31.3
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	30.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	30.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	29.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	29.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	29.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	29.4
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	29.2
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	29.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	29.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	29.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	28.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	28.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	28.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	27.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	26.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	26.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	25.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	25.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	24.7
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	24.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	23.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	23.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	23.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	23.1
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	22.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	22.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	22.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	22.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	22.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	21.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	21.7
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	21.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	21.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	21.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	20.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	20.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	20.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	20.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	20.5
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	20.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	20.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	20.3
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	20.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	20.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	19.9
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	19.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	19.7
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	19.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	19.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	19.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	19.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	18.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	18.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	18.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	18.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	18.4
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	18.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	18.1
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	18.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	17.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	17.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	17.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	17.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	17.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	17.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	17.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	17.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	17.6
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	17.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	17.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	17.5
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	17.5
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	17.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	17.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	17.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	17.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	17.3
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	17.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	17.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	17.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	17.0
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	16.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	16.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	16.4
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	16.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	16.3
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	16.2
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	16.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	16.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	15.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	15.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	15.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	15.6
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	15.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	15.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	15.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	15.3
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	15.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	15.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	15.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	15.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	15.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	15.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	15.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	14.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	14.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	14.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	14.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	14.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	14.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	14.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	14.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	14.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	14.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	14.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	14.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	14.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	14.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	14.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	14.3
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	14.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	14.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	14.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	14.1
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	14.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	14.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	13.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	13.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	13.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	13.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	13.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	13.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	13.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	13.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	13.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	13.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	13.3
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	13.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	13.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	13.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	13.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	13.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	13.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	13.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	13.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	13.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	12.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	12.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	12.9
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	12.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	12.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	12.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	12.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	12.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	12.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	12.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	12.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	12.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	12.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	12.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	12.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	12.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	12.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	12.4
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	12.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	12.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	12.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	12.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	12.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	12.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	12.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	12.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	12.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	12.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	12.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	12.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	12.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	12.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	12.0
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	12.0
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	11.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	11.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	11.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	11.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	11.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	11.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	11.6
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	11.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	11.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	11.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	11.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	11.4
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	11.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	11.4
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	11.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	11.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	11.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	11.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	11.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	11.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	11.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	11.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	11.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	11.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	11.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	11.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	11.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	11.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	11.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	11.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	11.0
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	10.9
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	10.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	10.9
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	10.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	10.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	10.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	10.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	10.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	10.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	10.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	10.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	10.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	10.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	10.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	10.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	10.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	10.6
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	10.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	10.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	10.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	10.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	10.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	10.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	10.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	10.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	10.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	10.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	10.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	10.3
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	10.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	10.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	10.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	10.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	10.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	10.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	10.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	10.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	10.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	10.1
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	10.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	10.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	10.1
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	10.1
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	10.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	10.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	10.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	10.0
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	9.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	9.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	9.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	9.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	9.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	9.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	9.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	9.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	9.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	9.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	9.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	9.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	9.6
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	9.5
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	9.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	9.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	9.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	9.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	9.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	9.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	9.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	9.4
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	9.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	9.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	9.2
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	9.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	9.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	9.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	9.2
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	9.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	9.2
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	9.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	9.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	9.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	9.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	9.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	9.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	9.1
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	9.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	9.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	9.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	8.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	8.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	8.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	8.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	8.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	8.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	8.7
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	8.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	8.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	8.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	8.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	8.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	8.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	8.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	8.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	8.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	8.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	8.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	8.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	8.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	8.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	8.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	8.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	8.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	8.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	8.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	8.1
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	8.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	8.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	8.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	7.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	7.9
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	7.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	7.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	7.8
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	7.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	7.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	7.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	7.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	7.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	7.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	7.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	7.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	7.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	7.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	7.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	7.6
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	7.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	7.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	7.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	7.4
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	7.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	7.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	7.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	7.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	7.3
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	7.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	7.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	7.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	7.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	7.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	7.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	7.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	7.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	7.0
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	7.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	7.0
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	6.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	6.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	6.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	6.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	6.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	6.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	6.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	6.7
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	6.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	6.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	6.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	6.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	6.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	6.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	6.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	6.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	6.6
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	6.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	6.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	6.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	6.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	6.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	6.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	6.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	6.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	6.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	6.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	6.1
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	6.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	6.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	6.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	5.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	5.9
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	5.9
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	5.9
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	5.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	5.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	5.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	5.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	5.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	5.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	5.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	5.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	5.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	5.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	5.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	5.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	5.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	5.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	5.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	5.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	5.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	5.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	5.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	5.0
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	4.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	4.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	4.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	4.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	4.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	4.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	4.5
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	4.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	4.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	4.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	4.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	4.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	4.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	4.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	4.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	4.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	4.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	4.0
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	4.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	4.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	3.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	3.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	3.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	3.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	3.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	3.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	3.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	3.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	3.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	3.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	3.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	3.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	3.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	3.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	3.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	3.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	2.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	2.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	2.8
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	2.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	2.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	2.6
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	2.5
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	2.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	2.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	2.4
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	2.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	2.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	2.1
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	2.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	2.0
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	1.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	1.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	1.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	1.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	1.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	1.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	1.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	1.4
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	1.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	1.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	1.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	1.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	0.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	0.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.4
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TM7SF2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.96

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

10.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	27.3
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	25.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	25.1
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	25.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	24.7
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	21.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	21.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	21.1
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	21.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	20.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	20.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	20.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	19.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	19.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	18.6
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	18.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	17.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	16.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	16.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	16.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	16.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	16.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	15.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	15.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	15.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	15.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	14.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	14.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	14.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	14.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	13.7
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	13.6
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	12.8
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	12.1
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	11.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	11.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	11.5
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	11.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	11.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	11.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	10.7
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	10.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	10.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	10.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	10.0
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	9.9
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	9.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	9.8
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	9.6
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	9.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	9.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	9.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	9.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	9.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	9.0
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	8.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	8.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	8.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	8.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	8.4
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	8.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	8.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	8.0
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	7.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	7.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	7.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	7.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	7.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	7.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	7.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	7.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	6.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	6.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	5.9
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	5.9
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	5.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	5.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	5.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	5.1
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	5.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	5.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	4.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	4.8
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	4.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	4.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	4.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	4.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	4.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	4.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	3.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	3.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	3.4
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	2.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	2.5
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	2.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	2.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	2.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	2.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	1.4
Show allShow less

KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TM7SF2 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 23.44

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

35.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	132.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	115.9
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	93.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	89.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	86.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	85.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	84.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	83.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	82.3
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	80.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	76.5
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	73.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	72.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	72.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	71.9
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	71.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	71.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	69.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	69.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	69.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	68.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	67.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	66.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	65.6
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	63.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	63.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	63.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	62.8
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	62.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	62.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	62.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	61.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	61.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	60.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	59.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	59.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	59.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	58.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	58.0
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	57.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	57.3
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	57.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	56.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	56.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	56.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	55.8
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	55.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	54.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	54.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	54.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	54.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	54.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	54.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	54.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	54.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	53.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	53.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	53.5
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	53.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	52.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	52.6
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	52.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	51.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	51.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	50.7
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	50.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	50.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	49.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	49.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	49.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	49.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	48.5
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	48.4
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	48.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	47.9
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	47.7
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	47.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	46.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	46.7
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	46.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	46.5
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	46.5
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	46.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	46.0
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	45.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	45.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	45.7
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	45.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	45.3
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	45.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	44.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	44.5
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	44.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	44.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	43.7
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	43.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	43.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	43.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	42.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	42.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	42.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	42.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	42.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	42.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	41.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	41.4
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	40.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	40.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	40.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	39.9
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	39.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	39.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	39.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	38.8
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	38.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	38.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	37.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	37.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	36.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	36.7
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	36.6
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	36.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	36.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	36.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	36.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	36.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	36.1
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	36.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	35.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	35.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	35.3
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	35.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	35.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	34.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	34.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	34.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	34.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	34.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	33.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	33.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	33.0
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	32.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	32.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	32.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	32.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	31.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	31.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	31.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	31.0
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	30.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	30.5
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	30.1
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	30.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	29.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	29.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	29.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	29.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	29.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	29.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	28.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	28.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	28.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	28.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	27.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	27.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	27.3
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	27.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	27.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	26.9
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	26.8
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	26.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	26.5
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	26.4
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	26.4
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	26.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	26.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	26.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	25.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	25.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	25.6
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	25.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	25.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	25.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	25.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	25.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	25.4
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	25.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	25.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	25.2
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	25.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	25.1
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	24.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	24.6
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	24.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	24.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	24.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	23.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	23.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	23.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	23.7
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	23.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	23.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	23.3
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	23.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	23.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	22.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	22.5
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	22.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	22.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	21.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	21.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	21.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	20.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	20.7
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	20.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	20.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	19.8
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	19.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	19.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	19.2
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	19.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	18.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	18.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	18.6
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	18.5
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	18.3
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	18.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	18.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	18.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	17.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	17.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	17.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	17.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	17.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	17.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	16.8
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	16.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	16.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	15.9
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	15.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	15.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	15.4
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	14.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	14.1
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	13.5
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	13.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	12.9
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	12.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	11.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	11.7
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	11.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	11.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	11.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	10.7
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	10.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	10.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	9.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	9.5
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	9.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	8.5
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	8.4
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	8.0
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	7.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	7.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	6.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	6.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	4.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	3.1
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	3.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	1.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	1.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	0.7
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	0.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	0.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	0.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	0.0
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0078660003	Tumor	2.4
CPT0011410003	Tumor	1.8
CPT0079180003	Tumor	1.0
CPT0026420001	Normal	1.0
CPT0002270011	Tumor	0.8
CPT0066520001	Normal	0.7
CPT0025110003	Tumor	0.7
CPT0088640003	Normal	0.7
CPT0066430001	Normal	0.7
CPT0092310003	Normal	0.6
CPT0000790001	Normal	0.6
CPT0086370003	Normal	0.6
CPT0065450001	Normal	0.6
CPT0092800003	Normal	0.6
CPT0002350011	Tumor	0.6
CPT0088500001	Normal	0.6
CPT0002370001	Normal	0.6
CPT0006530001	Normal	0.5
CPT0092290003	Tumor	0.5
CPT0019130003	Tumor	0.5
CPT0078930003	Tumor	0.5
CPT0086890003	Normal	0.5
CPT0012640003	Normal	0.5
CPT0001550001	Normal	0.5
CPT0025170003	Tumor	0.5
CPT0092190003	Normal	0.5
CPT0020020001	Normal	0.5
CPT0079430001	Normal	0.5
CPT0086830003	Normal	0.5
CPT0023690003	Tumor	0.5
CPT0001230001	Normal	0.5
CPT0019160001	Normal	0.5
CPT0079510001	Normal	0.4
CPT0066480003	Tumor	0.4
CPT0087050003	Normal	0.4
CPT0088920001	Normal	0.4
CPT0001350001	Normal	0.4
CPT0078800003	Tumor	0.4
CPT0089480003	Normal	0.4
CPT0064400001	Normal	0.4
CPT0001510001	Normal	0.4
CPT0088570001	Normal	0.4
CPT0079300001	Normal	0.4
CPT0086970003	Normal	0.4
CPT0075720003	Tumor	0.4
CPT0088970003	Tumor	0.4
CPT0088710001	Normal	0.4
CPT0023360001	Normal	0.3
CPT0001190001	Normal	0.3
CPT0081620001	Normal	0.3
CPT0010120001	Normal	0.3
CPT0077320001	Normal	0.3
CPT0092740003	Normal	0.3
CPT0007470001	Normal	0.3
CPT0078670001	Normal	0.3
CPT0010170001	Normal	0.3
CPT0065820001	Normal	0.3
CPT0088630003	Tumor	0.3
CPT0078840001	Normal	0.2
CPT0078940001	Normal	0.2
CPT0079000001	Normal	0.2
CPT0088780001	Normal	0.2
CPT0069190001	Normal	0.2
CPT0025230003	Tumor	0.2
CPT0024680001	Normal	0.2
CPT0025580004	Tumor	0.2
CPT0013790003	Normal	0.2
CPT0064370003	Tumor	0.2
CPT0069010001	Normal	0.2
CPT0079270003	Tumor	0.2
CPT0089040001	Normal	0.2
CPT0077140001	Normal	0.1
CPT0084590001	Normal	0.1
CPT0088690003	Tumor	0.1
CPT0009020003	Normal	0.1
CPT0006730001	Normal	0.1
CPT0076330003	Tumor	0.1
CPT0076350001	Normal	0.1
CPT0063330001	Normal	0.1
CPT0065870003	Tumor	0.1
CPT0007860003	Tumor	0.1
CPT0082010001	Normal	0.1
CPT0012570003	Normal	0.1
CPT0025920001	Normal	0.1
CPT0089460004	Tumor	0.1
CPT0014130001	Normal	0.1
CPT0075560003	Tumor	0.0
CPT0065750003	Tumor	0.0
CPT0077500001	Normal	0.0
CPT0025610001	Normal	0.0
CPT0006950001	Normal	0.0
CPT0007870001	Normal	0.0
CPT0014350001	Normal	0.0
CPT0075170001	Normal	0.0
CPT0078830003	Tumor	0.0
CPT0023710001	Normal	0.0
CPT0010160003	Tumor	0.0
CPT0078530001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0088480003	Tumor	0.0
CPT0025060001	Normal	-0.1
CPT0063630003	Tumor	-0.1
CPT0015910003	Tumor	-0.1
CPT0000660001	Normal	-0.1
CPT0012770003	Normal	-0.1
CPT0012090003	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0001270001	Normal	-0.1
CPT0014160003	Tumor	-0.1
CPT0006900003	Tumor	-0.2
CPT0017450001	Normal	-0.2
CPT0063640001	Normal	-0.2
CPT0087040003	Tumor	-0.2
CPT0012370003	Tumor	-0.2
CPT0015810003	Tumor	-0.2
CPT0092160003	Tumor	-0.2
CPT0092730003	Tumor	-0.2
CPT0065810003	Tumor	-0.2
CPT0012080003	Tumor	-0.2
CPT0086030003	Tumor	-0.2
CPT0081600003	Tumor	-0.2
CPT0012550003	Tumor	-0.3
CPT0079480003	Tumor	-0.3
CPT0065930003	Tumor	-0.3
CPT0079230003	Tumor	-0.3
CPT0089020003	Tumor	-0.3
CPT0001220008	Tumor	-0.3
CPT0025880003	Tumor	-0.3
CPT0014470001	Normal	-0.3
CPT0009000003	Tumor	-0.3
CPT0069000003	Tumor	-0.3
CPT0018250001	Normal	-0.3
CPT0077110003	Tumor	-0.3
CPT0081990003	Tumor	-0.3
CPT0006440003	Tumor	-0.3
CPT0006630003	Tumor	-0.4
CPT0065430003	Tumor	-0.4
CPT0077490003	Tumor	-0.4
CPT0088900003	Tumor	-0.4
CPT0012920003	Normal	-0.4
CPT0015730003	Tumor	-0.4
CPT0025290003	Tumor	-0.4
CPT0011240003	Tumor	-0.4
CPT0086870003	Tumor	-0.5
CPT0010110003	Tumor	-0.5
CPT0024670003	Tumor	-0.5
CPT0079380003	Tumor	-0.5
CPT0017850003	Tumor	-0.5
CPT0020120003	Tumor	-0.5
CPT0025350003	Tumor	-0.5
CPT0077310003	Tumor	-0.5
CPT0075130003	Tumor	-0.5
CPT0000870016	Tumor	-0.5
CPT0065690003	Tumor	-0.6
CPT0025050003	Tumor	-0.6
CPT0078990003	Tumor	-0.6
CPT0014450004	Tumor	-0.6
CPT0026410003	Tumor	-0.6
CPT0007320003	Tumor	-0.6
CPT0086360003	Tumor	-0.6
CPT0021240003	Tumor	-0.6
CPT0020130001	Normal	-0.6
CPT0009080003	Normal	-0.6
CPT0084560003	Tumor	-0.6
CPT0066470004	Tumor	-0.7
CPT0088760003	Tumor	-0.7
CPT0063320003	Tumor	-0.7
CPT0014370004	Tumor	-0.7
CPT0000780007	Tumor	-0.8
CPT0069160003	Tumor	-0.8
CPT0012670003	Tumor	-0.8
CPT0012280003	Tumor	-0.8
CPT0092790003	Tumor	-0.8
CPT0085670003	Tumor	-0.9
CPT0071150004	Tumor	-0.9
CPT0001540009	Tumor	-0.9
CPT0086820003	Tumor	-0.9
CPT0019990003	Tumor	-0.9
CPT0009060003	Tumor	-0.9
CPT0001500009	Tumor	-0.9
CPT0088550004	Tumor	-1.0
CPT0001180009	Tumor	-1.0
CPT0078510003	Tumor	-1.0
CPT0012900004	Tumor	-1.0
CPT0001260009	Tumor	-1.0
CPT0086950003	Tumor	-1.0
CPT0023350003	Tumor	-1.0
CPT0000640003	Tumor	-1.1
CPT0079410003	Tumor	-1.1
CPT0017410003	Tumor	-1.2
CPT0081880003	Tumor	-1.3
CPT0012180003	Tumor	-1.3
CPT0001340003	Tumor	-1.3
CPT0075570001	Normal	-1.5
Show allShow less

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 HPA030691
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