Expression of SEMA5B 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

SEMA5B is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2.18

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

1.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	6.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	4.3
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	4.2
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	4.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	4.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	4.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	3.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	3.6
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	3.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	3.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	2.8
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	2.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	2.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	2.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	1.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	1.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	1.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	1.7
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	1.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	1.6
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	1.6
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	1.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	1.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	1.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	1.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	1.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	1.4
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	1.4
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	1.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	1.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	1.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	1.2
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	1.2
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	1.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	1.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	1.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	1.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	1.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	1.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	1.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	1.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	1.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	1.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	0.9
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	0.9
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	0.8
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	0.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	0.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	0.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	0.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	0.7
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	0.6
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	0.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	0.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	0.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	0.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	0.5
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	0.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	0.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	0.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SEMA5B is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 35.91

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

75.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	325.6
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	281.9
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	259.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	227.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	214.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	212.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	197.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	196.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	196.1
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	193.2
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	184.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	181.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	181.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	178.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	176.1
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	173.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	173.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	172.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	171.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	167.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	166.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	165.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	165.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	165.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	162.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	162.6
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	161.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	161.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	156.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	154.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	152.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	151.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	150.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	150.4
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	149.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	149.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	148.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	146.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	146.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	145.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	145.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	145.0
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	143.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	141.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	140.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	139.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	139.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	138.2
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	137.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	137.1
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	137.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	136.1
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	135.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	135.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	134.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	133.2
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	132.9
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	129.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	128.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	126.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	126.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	125.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	124.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	124.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	124.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	123.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	123.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	122.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	122.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	121.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	118.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	118.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	118.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	117.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	117.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	117.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	117.7
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	117.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	115.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	115.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	114.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	114.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	114.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	113.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	113.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	113.1
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	112.8
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	112.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	112.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	112.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	111.9
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	111.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	111.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	110.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	110.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	110.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	110.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	109.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	109.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	109.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	109.0
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	108.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	108.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	108.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	108.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	107.9
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	107.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	107.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	107.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	107.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	106.9
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	106.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	105.1
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	105.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	104.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	104.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	104.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	103.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	102.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	102.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	102.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	102.2
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	101.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	101.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	101.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	100.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	100.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	100.2
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	99.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	99.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	99.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	99.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	99.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	99.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	99.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	98.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	98.6
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	98.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	97.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	97.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	97.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	96.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	96.6
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	96.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	96.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	96.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	95.9
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	95.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	95.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	94.8
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	94.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	94.0
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	93.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	93.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	93.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	92.8
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	92.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	92.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	92.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	92.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	92.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	92.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	92.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	92.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	91.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	91.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	91.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	91.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	91.4
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	91.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	90.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	90.7
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	90.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	90.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	89.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	89.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	89.2
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	88.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	88.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	88.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	88.2
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	87.8
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	87.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	87.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	86.9
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	86.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	86.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	85.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	85.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	85.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	84.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	84.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	84.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	84.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	84.4
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	84.2
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	84.0
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	83.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	83.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	82.9
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	82.5
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	82.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	82.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	82.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	82.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	82.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	81.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	81.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	81.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	81.7
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	81.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	81.0
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	81.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	81.0
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	80.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	80.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	80.7
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	80.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	80.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	80.3
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	80.3
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	79.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	79.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	79.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	78.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	78.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	78.3
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	78.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	77.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	77.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	77.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	77.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	76.8
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	76.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	76.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	76.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	76.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	75.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	75.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	75.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	75.4
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	75.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	75.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	75.3
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	74.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	74.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	74.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	74.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	74.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	74.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	73.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	73.6
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	73.6
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	73.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	73.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	73.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	73.2
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	73.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	72.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	72.9
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	72.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	72.8
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	72.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	72.4
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	72.2
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	72.2
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	72.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	72.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	71.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	71.8
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	71.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	71.3
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	70.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	70.3
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	70.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	69.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	69.7
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	69.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	69.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	68.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	68.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	67.6
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	67.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	67.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	67.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	67.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	66.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	66.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	66.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	66.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	65.7
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	65.7
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	65.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	65.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	65.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	65.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	65.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	65.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	65.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	64.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	64.7
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	64.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	64.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	64.5
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	64.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	63.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	63.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	63.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	62.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	62.5
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	62.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	62.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	61.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	61.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	61.6
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	61.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	61.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	61.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	60.4
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	60.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	60.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	59.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	59.3
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	59.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	58.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	58.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	58.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	57.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	57.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	57.1
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	57.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	56.5
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	56.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	55.7
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	55.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	55.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	55.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	54.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	54.8
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	54.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	54.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	53.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	53.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	53.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	53.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	53.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	53.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	52.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	52.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	52.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	52.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	52.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	51.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	51.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	50.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	50.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	50.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	50.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	50.0
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	49.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	49.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	49.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	49.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	48.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	47.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	47.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	47.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	46.9
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	46.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	46.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	46.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	46.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	46.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	46.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	46.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	46.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	45.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	45.9
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	45.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	45.8
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	45.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	44.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	44.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	44.1
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	43.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	43.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	43.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	42.9
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	42.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	42.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	42.4
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	42.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	42.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	42.2
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	42.2
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	41.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	41.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	41.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	41.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	40.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	40.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	39.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	39.4
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	39.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	38.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	38.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	38.3
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	38.3
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	38.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	37.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	37.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	36.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	36.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	36.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	36.0
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	35.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	35.9
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	35.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	35.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	35.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	34.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	34.5
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	34.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	33.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	33.8
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	33.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	33.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	33.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	32.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	31.7
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	31.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	31.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	31.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	31.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	31.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	30.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	30.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	30.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	29.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	29.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	29.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	28.7
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	28.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	27.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	27.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	27.5
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	26.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	26.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	26.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	26.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	25.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	25.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	25.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	25.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	25.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	25.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	24.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	24.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	24.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	22.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	22.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	22.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	22.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	22.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	22.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	20.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	20.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	19.0
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	18.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	18.6
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	17.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	17.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	16.0
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	16.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	15.9
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	15.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	15.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	14.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	14.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	14.1
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	12.7
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	11.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	10.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	10.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	4.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	4.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	4.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	3.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	3.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	3.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	3.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	2.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	2.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	2.4
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	2.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	2.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	2.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	2.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	1.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	1.9
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	1.8
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	1.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	1.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	1.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	1.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	1.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	1.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	1.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	1.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	1.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	1.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	0.9
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	0.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	0.7
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	0.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	0.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	0.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	0.4
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	0.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	0.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SEMA5B is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 86.98

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

85.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	370.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	317.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	231.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	199.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	188.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	175.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	174.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	174.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	157.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	156.1
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	150.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	144.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	140.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	136.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	135.1
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	130.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	129.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	129.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	127.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	125.6
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	120.9
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	120.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	120.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	110.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	107.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	106.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	105.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	103.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	102.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	101.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	100.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	98.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	98.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	98.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	97.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	96.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	95.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	95.0
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	94.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	93.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	91.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	90.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	87.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	87.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	86.7
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	86.4
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	85.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	84.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	83.1
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	81.4
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	79.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	77.1
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	75.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	73.9
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	72.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	70.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	70.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	70.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	68.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	68.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	63.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	62.5
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	62.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	57.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	57.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	56.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	55.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	54.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	54.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	52.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	51.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	48.6
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	47.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	47.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	45.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	45.0
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	45.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	45.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	44.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	43.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	43.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	41.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	38.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	33.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	31.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	31.4
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	27.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	21.8
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	20.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	20.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	18.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	14.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	8.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	8.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	7.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	5.6
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	2.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	2.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	1.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	1.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SEMA5B is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.46

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

15.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	175.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	164.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	148.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	130.7
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	108.7
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	88.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	86.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	85.1
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	82.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	82.1
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	80.1
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	74.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	73.0
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	70.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	70.0
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	67.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	67.5
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	66.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	58.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	56.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	53.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	45.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	44.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	43.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	42.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	40.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	39.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	38.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	36.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	36.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	35.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	34.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	34.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	33.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	33.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	32.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	29.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	28.7
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	28.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	28.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	27.7
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	26.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	26.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	26.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	26.0
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	25.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	25.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	25.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	24.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	24.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	23.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	22.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	22.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	22.3
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	22.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	22.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	21.3
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	20.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	20.3
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	20.0
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	19.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	19.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	19.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	18.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	18.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	18.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	18.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	17.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	17.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	17.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	16.9
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	16.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	16.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	15.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	15.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	15.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	14.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	14.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	14.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	14.5
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	14.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	14.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	14.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	14.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	13.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	12.9
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	12.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	12.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	12.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	12.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	12.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	12.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	12.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	11.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	11.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	11.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	11.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	11.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	11.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	11.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	11.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	10.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	10.8
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	10.8
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	10.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	10.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	10.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	10.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	9.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	9.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	9.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	9.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	9.4
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	9.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	9.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	9.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	8.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	8.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	8.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	8.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	8.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	8.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	8.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	8.2
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	8.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	8.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	8.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	7.9
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	7.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	7.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	7.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	7.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	7.0
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	6.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	6.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	6.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	6.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	6.6
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	6.5
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	6.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	6.5
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	6.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	6.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	6.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	6.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	6.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	6.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	6.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	6.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	5.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	5.9
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	5.9
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	5.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	5.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	5.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	5.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	5.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	5.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	5.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	5.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	5.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	5.2
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	5.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	5.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	4.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	4.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	4.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	4.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	4.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	4.4
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	4.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	4.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	4.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	4.2
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	4.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	4.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	4.1
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	4.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	4.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	3.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	3.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	3.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	3.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	3.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	3.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	3.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	3.5
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	3.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	3.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	3.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	3.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	3.2
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	3.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	3.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	3.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	3.1
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	3.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	3.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	3.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	2.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	2.9
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	2.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	2.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	2.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	2.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	2.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	2.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	2.5
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	2.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	2.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	2.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	2.3
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	2.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	2.2
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	2.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	2.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	2.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	2.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	2.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	2.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	2.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	1.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	1.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	1.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	1.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	1.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	1.7
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	1.6
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	1.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	1.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	1.6
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	1.5
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	1.5
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	1.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	1.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	1.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	1.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	1.4
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	1.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	1.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	1.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	1.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	1.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	1.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	1.0
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	1.0
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	0.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	0.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	0.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	0.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	0.8
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	0.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	0.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	0.6
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	0.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	0.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	0.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	0.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	0.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	0.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	0.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	0.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	0.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	0.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	0.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	0.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	0.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	0.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	0.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	0.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	0.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	0.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	0.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	0.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	0.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001220008	Tumor	2.3
CPT0088480003	Tumor	2.3
CPT0086820003	Tumor	2.1
CPT0025580004	Tumor	2.0
CPT0009000003	Tumor	1.8
CPT0079480003	Tumor	1.8
CPT0025880003	Tumor	1.8
CPT0088630003	Tumor	1.7
CPT0071150004	Tumor	1.7
CPT0012280003	Tumor	1.7
CPT0007320003	Tumor	1.6
CPT0081600003	Tumor	1.6
CPT0025230003	Tumor	1.5
CPT0014370004	Tumor	1.5
CPT0001540009	Tumor	1.5
CPT0086950003	Tumor	1.4
CPT0077110003	Tumor	1.4
CPT0069000003	Tumor	1.4
CPT0001340003	Tumor	1.4
CPT0023350003	Tumor	1.3
CPT0065430003	Tumor	1.3
CPT0026410003	Tumor	1.3
CPT0025350003	Tumor	1.3
CPT0012670003	Tumor	1.2
CPT0063630003	Tumor	1.2
CPT0025110003	Tumor	1.2
CPT0079270003	Tumor	1.2
CPT0019130003	Tumor	1.1
CPT0088760003	Tumor	1.1
CPT0001260009	Tumor	1.1
CPT0085670003	Tumor	1.1
CPT0012370003	Tumor	1.1
CPT0019990003	Tumor	1.1
CPT0078990003	Tumor	1.1
CPT0086870003	Tumor	1.0
CPT0010160003	Tumor	1.0
CPT0010110003	Tumor	0.9
CPT0014450004	Tumor	0.9
CPT0092730003	Tumor	0.9
CPT0000780007	Tumor	0.9
CPT0081990003	Tumor	0.9
CPT0006440003	Tumor	0.8
CPT0077490003	Tumor	0.7
CPT0015810003	Tumor	0.7
CPT0075130003	Tumor	0.7
CPT0063320003	Tumor	0.6
CPT0079230003	Tumor	0.6
CPT0065870003	Tumor	0.6
CPT0087040003	Tumor	0.6
CPT0006630003	Tumor	0.6
CPT0000870016	Tumor	0.6
CPT0078830003	Tumor	0.6
CPT0021240003	Tumor	0.6
CPT0075720003	Tumor	0.5
CPT0000640003	Tumor	0.5
CPT0012080003	Tumor	0.5
CPT0086360003	Tumor	0.5
CPT0024670003	Tumor	0.5
CPT0006900003	Tumor	0.4
CPT0009060003	Tumor	0.4
CPT0088690003	Tumor	0.4
CPT0015910003	Tumor	0.3
CPT0088900003	Tumor	0.3
CPT0089020003	Tumor	0.3
CPT0092160003	Tumor	0.2
CPT0002350011	Tumor	0.2
CPT0025050003	Tumor	0.2
CPT0089460004	Tumor	0.0
CPT0065930003	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0078930003	Tumor	-0.1
CPT0001180009	Tumor	-0.1
CPT0066480003	Tumor	-0.1
CPT0065810003	Tumor	-0.1
CPT0017410003	Tumor	-0.2
CPT0012900004	Tumor	-0.2
CPT0086030003	Tumor	-0.3
CPT0014160003	Tumor	-0.4
CPT0020120003	Tumor	-0.5
CPT0064370003	Tumor	-0.5
CPT0081880003	Tumor	-0.5
CPT0025290003	Tumor	-0.6
CPT0065690003	Tumor	-0.6
CPT0065750003	Tumor	-0.6
CPT0078530001	Normal	-0.6
CPT0075560003	Tumor	-0.7
CPT0076330003	Tumor	-0.7
CPT0011240003	Tumor	-0.7
CPT0078510003	Tumor	-0.7
CPT0025170003	Tumor	-0.7
CPT0079380003	Tumor	-0.8
CPT0007860003	Tumor	-0.8
CPT0077140001	Normal	-0.9
CPT0001500009	Tumor	-0.9
CPT0084560003	Tumor	-0.9
CPT0011410003	Tumor	-1.0
CPT0079410003	Tumor	-1.0
CPT0012550003	Tumor	-1.0
CPT0092290003	Tumor	-1.0
CPT0066470004	Tumor	-1.1
CPT0023690003	Tumor	-1.1
CPT0069160003	Tumor	-1.1
CPT0089480003	Normal	-1.1
CPT0081620001	Normal	-1.2
CPT0088550004	Tumor	-1.2
CPT0015730003	Tumor	-1.2
CPT0078940001	Normal	-1.2
CPT0076350001	Normal	-1.2
CPT0069010001	Normal	-1.3
CPT0088640003	Normal	-1.3
CPT0078670001	Normal	-1.3
CPT0006950001	Normal	-1.3
CPT0019160001	Normal	-1.3
CPT0078660003	Tumor	-1.3
CPT0017850003	Tumor	-1.3
CPT0084590001	Normal	-1.4
CPT0001190001	Normal	-1.4
CPT0088500001	Normal	-1.4
CPT0086830003	Normal	-1.4
CPT0014350001	Normal	-1.5
CPT0092190003	Normal	-1.5
CPT0014470001	Normal	-1.5
CPT0000660001	Normal	-1.5
CPT0088570001	Normal	-1.5
CPT0010120001	Normal	-1.5
CPT0025920001	Normal	-1.6
CPT0079300001	Normal	-1.6
CPT0012640003	Normal	-1.6
CPT0077320001	Normal	-1.6
CPT0001270001	Normal	-1.6
CPT0087050003	Normal	-1.6
CPT0007870001	Normal	-1.6
CPT0012090003	Normal	-1.6
CPT0018250001	Normal	-1.6
CPT0012180003	Tumor	-1.6
CPT0025610001	Normal	-1.7
CPT0023360001	Normal	-1.7
CPT0063330001	Normal	-1.7
CPT0001350001	Normal	-1.7
CPT0007470001	Normal	-1.8
CPT0020130001	Normal	-1.8
CPT0088970003	Tumor	-1.8
CPT0088920001	Normal	-1.8
CPT0075570001	Normal	-1.8
CPT0012290003	Normal	-1.8
CPT0006730001	Normal	-1.8
CPT0078800003	Tumor	-1.8
CPT0063640001	Normal	-1.8
CPT0012920003	Normal	-1.8
CPT0086890003	Normal	-1.9
CPT0092740003	Normal	-1.9
CPT0079510001	Normal	-1.9
CPT0064400001	Normal	-1.9
CPT0092790003	Tumor	-1.9
CPT0010170001	Normal	-1.9
CPT0066430001	Normal	-2.0
CPT0009020003	Normal	-2.0
CPT0065450001	Normal	-2.0
CPT0078840001	Normal	-2.0
CPT0001230001	Normal	-2.0
CPT0002270011	Tumor	-2.0
CPT0082010001	Normal	-2.0
CPT0000890001	Normal	-2.0
CPT0023710001	Normal	-2.0
CPT0088710001	Normal	-2.0
CPT0077500001	Normal	-2.1
CPT0020020001	Normal	-2.1
CPT0069190001	Normal	-2.1
CPT0079430001	Normal	-2.1
CPT0026420001	Normal	-2.1
CPT0009080003	Normal	-2.1
CPT0001550001	Normal	-2.1
CPT0006530001	Normal	-2.2
CPT0025060001	Normal	-2.2
CPT0014130001	Normal	-2.2
CPT0002370001	Normal	-2.2
CPT0000790001	Normal	-2.2
CPT0088780001	Normal	-2.2
CPT0017450001	Normal	-2.3
CPT0079180003	Tumor	-2.3
CPT0066520001	Normal	-2.3
CPT0012770003	Normal	-2.3
CPT0079000001	Normal	-2.3
CPT0075170001	Normal	-2.3
CPT0089040001	Normal	-2.3
CPT0086970003	Normal	-2.3
CPT0024680001	Normal	-2.4
CPT0012570003	Normal	-2.7
CPT0013790003	Normal	-2.7
CPT0092310003	Normal	-2.8
CPT0001510001	Normal	-2.8
CPT0092800003	Normal	-3.3
CPT0065820001	Normal	-3.4
CPT0086370003	Normal	-3.6
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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 HPA066548
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