Expression of SEMA4C 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

SEMA4C is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2.33

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

4.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	22.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	18.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	17.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	11.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	9.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	8.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	8.6
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	8.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	7.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	7.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	7.2
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	7.2
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	6.1
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	6.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	5.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	5.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	5.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	5.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	4.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	4.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	4.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	4.3
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	4.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.8
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	3.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	3.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	3.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	3.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	3.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	3.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	3.4
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	3.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	3.3
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	3.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	3.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	3.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	3.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	3.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	3.0
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	3.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	2.9
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	2.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	2.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	2.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	2.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	2.5
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	2.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	2.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	2.4
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	2.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	2.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	2.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	1.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	1.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	1.4
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	1.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	1.2
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	0.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SEMA4C is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.82

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

15.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	62.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	49.6
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	48.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	44.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	41.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	40.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	40.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	38.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	37.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	37.1
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	37.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	36.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	36.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	36.3
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	36.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	34.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	34.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	33.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	33.1
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	33.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	32.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	32.8
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	32.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	32.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	31.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	31.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	31.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	31.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	30.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	30.5
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	30.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	29.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	29.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	29.9
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	29.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	29.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	29.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	29.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	29.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	28.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	28.6
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	28.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	28.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	28.5
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	28.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	28.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	27.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	27.9
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	27.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	27.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	27.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	27.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	26.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	26.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	26.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	26.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	26.1
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	25.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	25.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	25.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	25.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	25.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	25.6
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	25.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	25.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	25.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	25.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	25.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	25.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	25.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	24.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	24.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	24.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	24.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	24.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	24.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	24.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	24.0
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	23.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	23.8
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	23.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	23.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	23.4
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	23.3
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	23.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	23.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	22.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	22.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	22.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	22.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	22.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	22.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	22.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	22.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	22.0
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	21.9
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	21.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	21.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	21.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	21.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	21.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	21.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	21.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	21.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	21.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	21.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	21.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	21.4
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	21.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	21.2
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	21.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	21.0
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	21.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	21.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	21.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	20.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	20.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	20.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	20.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	20.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	20.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	20.6
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	20.6
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	20.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	20.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	20.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	20.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	20.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	20.1
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	20.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	20.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	19.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	19.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	19.6
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	19.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	19.4
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	19.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	19.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	19.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	19.2
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	19.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	19.2
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	19.1
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	18.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	18.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	18.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	18.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	18.7
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	18.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	18.6
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	18.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	18.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	18.3
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	18.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	18.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	18.2
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	18.2
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	18.2
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	18.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	18.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	18.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	18.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	18.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	18.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	18.1
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	18.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	18.0
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	18.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	18.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	17.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	17.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	17.6
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	17.5
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	17.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	17.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	17.5
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	17.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	17.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	17.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	17.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	17.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	17.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	17.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	17.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	17.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	17.2
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	17.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	17.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	17.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	17.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	17.1
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	17.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	17.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	17.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	16.9
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	16.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	16.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	16.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	16.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	16.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	16.5
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	16.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	16.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	16.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	16.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	16.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	16.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	16.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	16.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	16.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	16.1
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	16.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	16.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	16.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	16.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	16.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	15.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	15.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	15.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	15.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	15.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	15.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	15.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	15.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	15.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	15.6
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	15.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	15.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	15.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	15.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	15.3
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	15.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	15.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	15.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	15.2
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	15.2
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	15.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	15.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	15.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	15.1
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	15.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	15.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	15.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	15.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	14.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	14.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	14.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	14.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	14.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	14.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	14.6
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	14.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	14.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	14.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	14.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	14.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	14.4
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	14.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	14.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	14.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	14.3
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	14.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	14.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	14.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	14.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	14.0
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	13.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	13.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	13.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	13.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	13.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	13.7
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	13.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	13.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	13.7
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	13.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	13.6
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	13.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	13.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	13.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	13.5
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	13.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	13.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	13.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	13.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	13.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	13.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	13.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	13.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	13.1
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	13.0
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	13.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	12.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	12.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	12.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	12.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	12.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	12.7
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	12.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	12.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	12.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	12.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	12.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	12.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	12.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	12.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	12.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	12.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	12.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	12.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	12.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	12.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	12.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	12.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	12.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	12.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	12.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	12.0
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	12.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	11.9
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	11.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	11.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	11.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	11.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	11.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	11.7
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	11.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	11.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	11.5
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	11.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	11.4
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	11.3
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	11.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	11.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	11.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	11.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	11.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	11.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	11.1
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	11.1
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	11.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	11.0
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	10.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	10.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	10.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	10.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	10.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	10.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	10.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	10.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	10.6
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	10.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	10.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	10.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	10.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	10.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	10.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	10.5
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	10.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	10.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	10.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	10.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	10.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	10.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	10.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	10.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	10.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	10.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	9.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	9.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	9.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	9.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	9.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	9.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	9.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	9.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	9.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	9.6
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	9.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	9.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	9.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	9.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	9.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	9.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	9.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	9.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	9.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	9.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	8.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	8.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	8.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	8.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	8.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	8.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	8.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	8.6
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	8.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	8.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	8.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	8.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	8.4
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	8.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	8.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	8.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	8.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	8.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	8.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	8.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	8.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	8.0
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	7.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	7.9
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	7.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	7.8
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	7.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	7.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	7.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	7.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	7.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	7.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	7.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	7.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	7.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	7.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	7.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	7.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	7.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	7.3
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	7.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	7.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	7.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	7.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	7.1
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	7.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	7.0
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	7.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	6.9
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	6.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	6.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	6.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	6.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	6.5
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	6.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	6.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	6.3
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	6.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	6.2
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.1
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	6.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	6.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	6.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	5.9
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	5.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	5.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	5.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	5.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	5.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	5.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	5.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	5.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	5.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	5.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	5.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	4.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	4.8
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	4.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	4.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	4.7
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	4.6
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	4.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	4.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	4.5
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	4.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	4.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	4.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	4.2
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	4.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	4.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.2
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	4.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	4.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	4.0
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	3.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	3.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	3.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	3.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	3.5
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	3.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	3.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	2.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	2.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	2.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	2.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	2.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	2.5
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	2.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	2.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	2.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	1.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	1.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	1.7
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	1.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	1.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	1.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	0.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	0.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	0.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SEMA4C is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.78

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

20.2

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	54.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	45.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	42.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	41.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	33.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	33.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	33.1
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	32.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	32.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	32.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	31.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	31.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	30.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	30.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	30.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	29.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	29.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	29.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	28.8
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	27.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	27.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	27.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	27.1
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	26.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	26.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	26.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	25.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	25.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	25.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	25.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	25.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	24.5
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	23.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	23.8
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	23.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	22.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	22.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	22.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	22.5
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	22.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	21.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	21.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	20.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	20.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	20.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	20.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	20.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	19.7
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	19.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	18.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	18.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	18.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	18.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	18.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	18.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	17.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	17.4
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	16.9
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	16.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	16.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	16.1
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	16.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	15.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	15.7
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	15.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	15.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	14.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	14.9
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	14.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	14.7
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	14.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	13.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	13.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	13.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	13.1
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	12.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	12.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	12.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	11.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	11.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	11.3
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	11.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	11.2
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	10.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	10.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	10.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	10.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	10.1
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	10.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	9.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	9.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	8.9
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	8.6
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	8.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	7.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	7.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	5.9
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	4.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	4.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SEMA4C is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.39

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

7.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	44.8
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	35.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	31.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	28.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	25.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	24.5
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	24.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	23.9
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	23.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	22.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	21.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	21.3
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	21.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	19.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	18.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	18.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	17.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	17.5
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	17.2
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	16.2
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	16.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	15.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	15.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	15.2
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	15.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	14.6
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	14.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	14.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	14.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	14.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	13.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	13.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	13.7
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	13.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	13.6
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	13.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	12.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	12.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	12.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	12.6
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	12.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	12.3
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	12.3
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	12.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	12.0
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	11.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	11.8
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	11.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	11.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	11.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	11.2
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	11.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	11.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	11.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	10.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	10.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	10.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	10.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	10.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	10.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	10.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	10.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	10.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	10.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	9.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	9.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	9.8
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	9.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	9.6
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	9.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	9.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	9.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	9.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	9.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	9.4
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	9.3
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	9.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	9.3
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	9.2
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	9.1
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	9.1
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	9.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	9.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	8.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	8.9
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	8.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	8.8
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	8.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	8.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	8.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	8.4
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	8.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	8.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	8.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	8.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	8.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	8.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	8.1
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	8.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	8.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	8.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	7.9
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	7.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	7.8
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	7.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	7.8
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	7.7
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	7.6
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	7.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	7.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	7.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	7.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	7.3
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	7.3
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	7.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	7.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	7.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	7.2
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	7.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	7.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	7.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	7.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	6.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	6.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	6.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	6.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	6.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	6.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	6.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	6.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	6.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	6.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	6.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	6.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	6.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	6.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	6.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	6.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	6.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	6.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	6.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	6.1
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	5.9
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	5.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	5.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	5.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	5.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	5.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	5.7
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	5.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	5.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	5.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	5.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	5.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	5.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	5.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	5.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	5.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	5.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	5.5
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	5.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	5.3
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	5.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	5.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	5.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	5.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	5.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	5.1
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	5.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	5.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	5.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	5.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	4.9
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	4.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	4.9
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	4.8
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	4.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	4.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	4.7
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	4.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	4.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	4.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	4.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	4.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	4.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	4.5
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	4.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	4.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	4.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	4.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	4.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	4.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	4.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	4.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	4.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	4.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	4.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	4.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	3.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	3.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	3.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	3.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	3.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	3.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	3.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	3.7
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	3.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	3.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	3.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	3.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	3.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	3.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	3.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	3.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	3.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	3.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	3.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	3.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	3.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	3.0
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	2.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	2.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	2.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	2.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	2.7
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	2.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	2.6
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	2.6
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	2.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	2.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	2.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	2.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	2.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	2.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	2.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	2.1
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	2.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	2.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	2.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	1.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	1.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	1.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	1.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	1.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	1.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	1.5
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	1.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	1.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	1.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	1.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	1.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	1.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	1.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.8
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	0.8
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	0.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	0.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	0.5
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	0.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	0.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	0.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	0.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	0.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	0.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	0.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001260009	Tumor	1.0
CPT0000890001	Normal	1.0
CPT0006630003	Tumor	0.9
CPT0066470004	Tumor	0.9
CPT0086820003	Tumor	0.9
CPT0010110003	Tumor	0.9
CPT0069160003	Tumor	0.9
CPT0010160003	Tumor	0.8
CPT0014370004	Tumor	0.8
CPT0026410003	Tumor	0.8
CPT0011240003	Tumor	0.8
CPT0077140001	Normal	0.8
CPT0019160001	Normal	0.8
CPT0081600003	Tumor	0.7
CPT0092730003	Tumor	0.7
CPT0076330003	Tumor	0.7
CPT0088690003	Tumor	0.7
CPT0025170003	Tumor	0.7
CPT0076350001	Normal	0.7
CPT0088760003	Tumor	0.7
CPT0000870016	Tumor	0.7
CPT0001340003	Tumor	0.7
CPT0089460004	Tumor	0.7
CPT0001270001	Normal	0.7
CPT0019990003	Tumor	0.6
CPT0087040003	Tumor	0.6
CPT0006440003	Tumor	0.6
CPT0088630003	Tumor	0.6
CPT0025350003	Tumor	0.6
CPT0014350001	Normal	0.6
CPT0077490003	Tumor	0.6
CPT0079230003	Tumor	0.6
CPT0086030003	Tumor	0.6
CPT0077310003	Tumor	0.5
CPT0009000003	Tumor	0.5
CPT0075130003	Tumor	0.5
CPT0025580004	Tumor	0.5
CPT0081990003	Tumor	0.5
CPT0077110003	Tumor	0.5
CPT0021240003	Tumor	0.5
CPT0001190001	Normal	0.5
CPT0065690003	Tumor	0.4
CPT0085670003	Tumor	0.4
CPT0066480003	Tumor	0.4
CPT0063320003	Tumor	0.4
CPT0012370003	Tumor	0.4
CPT0012770003	Normal	0.4
CPT0092790003	Tumor	0.4
CPT0025230003	Tumor	0.4
CPT0075560003	Tumor	0.4
CPT0069000003	Tumor	0.4
CPT0020120003	Tumor	0.4
CPT0001500009	Tumor	0.4
CPT0024680001	Normal	0.3
CPT0012670003	Tumor	0.3
CPT0015810003	Tumor	0.3
CPT0075720003	Tumor	0.3
CPT0007320003	Tumor	0.3
CPT0025290003	Tumor	0.3
CPT0012550003	Tumor	0.3
CPT0006900003	Tumor	0.3
CPT0081880003	Tumor	0.3
CPT0012080003	Tumor	0.3
CPT0000780007	Tumor	0.3
CPT0086360003	Tumor	0.3
CPT0079410003	Tumor	0.3
CPT0065430003	Tumor	0.3
CPT0078830003	Tumor	0.2
CPT0092190003	Normal	0.2
CPT0017850003	Tumor	0.2
CPT0023690003	Tumor	0.2
CPT0025880003	Tumor	0.2
CPT0079000001	Normal	0.2
CPT0084590001	Normal	0.2
CPT0078930003	Tumor	0.2
CPT0065870003	Tumor	0.2
CPT0069190001	Normal	0.2
CPT0077320001	Normal	0.2
CPT0001540009	Tumor	0.2
CPT0065750003	Tumor	0.2
CPT0012280003	Tumor	0.2
CPT0075170001	Normal	0.2
CPT0025920001	Normal	0.2
CPT0065810003	Tumor	0.1
CPT0063330001	Normal	0.1
CPT0012570003	Normal	0.1
CPT0079180003	Tumor	0.1
CPT0020130001	Normal	0.1
CPT0082010001	Normal	0.1
CPT0023350003	Tumor	0.1
CPT0088710001	Normal	0.1
CPT0007860003	Tumor	0.1
CPT0079380003	Tumor	0.1
CPT0000660001	Normal	0.0
CPT0015910003	Tumor	0.0
CPT0000640003	Tumor	0.0
CPT0002350011	Tumor	0.0
CPT0001510001	Normal	0.0
CPT0012180003	Tumor	0.0
CPT0066520001	Normal	0.0
CPT0013790003	Normal	-0.1
CPT0088640003	Normal	-0.1
CPT0063630003	Tumor	-0.1
CPT0023360001	Normal	-0.1
CPT0001550001	Normal	-0.1
CPT0089480003	Normal	-0.1
CPT0015730003	Tumor	-0.1
CPT0077500001	Normal	-0.1
CPT0069010001	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0092160003	Tumor	-0.1
CPT0065820001	Normal	-0.1
CPT0025110003	Tumor	-0.1
CPT0065450001	Normal	-0.1
CPT0086890003	Normal	-0.1
CPT0086950003	Tumor	-0.1
CPT0092800003	Normal	-0.1
CPT0023710001	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0002370001	Normal	-0.2
CPT0078840001	Normal	-0.2
CPT0084560003	Tumor	-0.2
CPT0078940001	Normal	-0.2
CPT0017450001	Normal	-0.2
CPT0063640001	Normal	-0.2
CPT0009060003	Tumor	-0.2
CPT0086970003	Normal	-0.2
CPT0086370003	Normal	-0.3
CPT0012900004	Tumor	-0.3
CPT0017410003	Tumor	-0.3
CPT0010120001	Normal	-0.3
CPT0007470001	Normal	-0.3
CPT0010170001	Normal	-0.3
CPT0011410003	Tumor	-0.3
CPT0000790001	Normal	-0.3
CPT0001350001	Normal	-0.3
CPT0075570001	Normal	-0.3
CPT0078670001	Normal	-0.4
CPT0078660003	Tumor	-0.4
CPT0026420001	Normal	-0.4
CPT0086870003	Tumor	-0.4
CPT0006950001	Normal	-0.4
CPT0018250001	Normal	-0.4
CPT0024670003	Tumor	-0.4
CPT0064400001	Normal	-0.5
CPT0012290003	Normal	-0.5
CPT0002270011	Tumor	-0.5
CPT0012090003	Normal	-0.5
CPT0064370003	Tumor	-0.5
CPT0088780001	Normal	-0.6
CPT0007870001	Normal	-0.6
CPT0078800003	Tumor	-0.6
CPT0009080003	Normal	-0.6
CPT0081620001	Normal	-0.6
CPT0006530001	Normal	-0.6
CPT0012920003	Normal	-0.6
CPT0009020003	Normal	-0.6
CPT0012640003	Normal	-0.6
CPT0025610001	Normal	-0.6
CPT0001180009	Tumor	-0.7
CPT0088970003	Tumor	-0.7
CPT0065930003	Tumor	-0.7
CPT0079430001	Normal	-0.7
CPT0020020001	Normal	-0.8
CPT0066430001	Normal	-0.8
CPT0006730001	Normal	-0.9
CPT0092740003	Normal	-0.9
CPT0078990003	Tumor	-1.0
CPT0019130003	Tumor	-1.0
CPT0088570001	Normal	N/A
CPT0088900003	Tumor	N/A
CPT0071150004	Tumor	N/A
CPT0089020003	Tumor	N/A
CPT0088550004	Tumor	N/A
CPT0025050003	Tumor	N/A
CPT0089040001	Normal	N/A
CPT0092290003	Tumor	N/A
CPT0088500001	Normal	N/A
CPT0014470001	Normal	N/A
CPT0079270003	Tumor	N/A
CPT0014160003	Tumor	N/A
CPT0078530001	Normal	N/A
CPT0014130001	Normal	N/A
CPT0078510003	Tumor	N/A
CPT0088920001	Normal	N/A
CPT0092310003	Normal	N/A
CPT0079480003	Tumor	N/A
CPT0014450004	Tumor	N/A
CPT0001230001	Normal	N/A
CPT0079510001	Normal	N/A
CPT0079300001	Normal	N/A
CPT0001220008	Tumor	N/A
CPT0088480003	Tumor	N/A
CPT0025060001	Normal	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 HPA011090
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