Expression of SORBS1 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

SORBS1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 23.93

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

24.4

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	85.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	72.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	68.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	63.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	54.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	54.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	52.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	47.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	45.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	45.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	41.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	38.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	37.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	36.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	35.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	35.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	32.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	32.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	32.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	30.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	27.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	27.7
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	26.6
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	26.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	26.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	24.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	23.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	23.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	23.0
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	22.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	21.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	21.6
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	20.9
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	19.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	17.8
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	17.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	16.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	15.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	14.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	14.9
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	14.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	14.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	13.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	13.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	13.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	12.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	12.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	12.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	11.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	11.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	10.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	9.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	8.2
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	7.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	5.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	4.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	4.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	2.5
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	2.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	2.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	1.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	1.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	0.7
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	0.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SORBS1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.92

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

25.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	139.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	107.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	97.9
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	87.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	86.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	79.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	77.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	75.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	75.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	72.8
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	72.4
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	69.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	67.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	66.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	63.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	61.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	60.9
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	60.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	59.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	56.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	56.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	56.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	56.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	54.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	54.0
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	53.6
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	53.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	53.0
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	52.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	52.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	52.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	52.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	52.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	52.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	52.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	51.8
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	50.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	50.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	50.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	48.8
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	48.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	48.6
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	48.0
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	48.0
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	47.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	47.5
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	47.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	47.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	47.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	46.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	46.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	46.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	45.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	45.7
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	45.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	45.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	45.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	44.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	44.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	44.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	44.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	44.1
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	44.0
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	44.0
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	43.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	43.5
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	43.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	43.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	43.2
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	42.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	42.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	42.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	42.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	42.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	42.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	42.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	42.1
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	41.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	41.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	41.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	41.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	41.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	40.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	40.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	40.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	40.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	39.9
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	39.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	39.7
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	39.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	39.7
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	39.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	39.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	39.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	38.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	38.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	38.6
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	38.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	38.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	38.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	38.2
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	38.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	37.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	37.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	37.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	36.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	36.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	36.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	36.6
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	36.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	36.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	36.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	35.9
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	35.9
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	35.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	35.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	35.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	35.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	35.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	35.5
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	35.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	35.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	35.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	35.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	35.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	34.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	34.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	34.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	34.6
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	34.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	34.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	34.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	34.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	34.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	34.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	34.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	33.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	33.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	33.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	33.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	33.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	33.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	33.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	33.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	32.8
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	32.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	32.4
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	32.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	32.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	32.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	31.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	31.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	31.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	31.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	31.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	31.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	31.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	30.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	30.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	30.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	30.5
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	30.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	30.1
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	29.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	29.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	29.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	29.4
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	29.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	29.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	29.2
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	29.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	29.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	29.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	28.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	28.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	28.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	28.6
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	28.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	28.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	28.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	28.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	28.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	28.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	27.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	27.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	27.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	27.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	27.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	27.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	27.3
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	27.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	27.3
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	27.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	27.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	27.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	26.7
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	26.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	26.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	26.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	26.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	26.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	26.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	26.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	26.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	26.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	26.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	26.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	26.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	25.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	25.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	25.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	25.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	25.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	25.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	25.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	25.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	25.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	25.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	25.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	25.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	25.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	25.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	25.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	25.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	25.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	24.9
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	24.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	24.7
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	24.7
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	24.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	24.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	24.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	24.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	24.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	24.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	24.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	24.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	24.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	24.1
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	23.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	23.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	23.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	23.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	23.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	23.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	23.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	23.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	23.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	23.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	23.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	23.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	22.8
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	22.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	22.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	22.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	22.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	22.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	22.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	22.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	22.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	22.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	22.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	22.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	22.2
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	22.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	22.2
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	22.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	22.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	22.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	22.0
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	21.9
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	21.9
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	21.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	21.7
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	21.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	21.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	21.6
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	21.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	21.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	21.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	21.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	21.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	21.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	21.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	21.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	21.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	21.4
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	21.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	21.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	21.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	21.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	21.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	21.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	20.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	20.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	20.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	20.6
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	20.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	20.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	20.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	20.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	20.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	20.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	20.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	20.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	20.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	20.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	20.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	20.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	20.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	20.1
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	20.1
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	20.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	20.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	20.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	20.0
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	19.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	19.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	19.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	19.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	19.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	19.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	19.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	19.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	19.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	19.5
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	19.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	19.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	19.3
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	19.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	18.9
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	18.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	18.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	18.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	18.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	18.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	18.4
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	18.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	18.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	18.3
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	18.2
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	18.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	18.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	18.1
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	18.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	17.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	17.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	17.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	17.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	17.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	17.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	17.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	17.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	17.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	17.0
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	17.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	16.9
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	16.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	16.8
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	16.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	16.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	16.7
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	16.7
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	16.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	16.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	16.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	15.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	15.9
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	15.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	15.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	15.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	15.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	15.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	15.1
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	15.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	15.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	14.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	14.8
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	14.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	14.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	14.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	14.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	14.7
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	14.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	14.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	14.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	14.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	14.5
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	14.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	14.3
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	14.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	14.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	14.0
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	14.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	14.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	13.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	13.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	13.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	13.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	13.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	13.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	13.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	13.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	13.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	13.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	13.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	13.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	12.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	12.8
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	12.6
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	12.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	12.5
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	12.4
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	12.4
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	12.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	12.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	12.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	12.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	12.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	11.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	11.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	11.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	11.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	11.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	11.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	11.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	11.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	11.5
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	11.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	11.4
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	11.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	11.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	11.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	11.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	11.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	11.1
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	11.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	11.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	10.9
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	10.9
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	10.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	10.7
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	10.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	10.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	10.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	10.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	9.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	9.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	9.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	9.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	9.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	9.7
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	9.7
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	9.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	9.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	9.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	9.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	8.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	8.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	8.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	8.6
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	8.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	8.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	8.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	8.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	8.2
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	8.1
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	8.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	7.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	7.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	7.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	7.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	7.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	7.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	7.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	7.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	7.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	7.1
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	7.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	6.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	6.8
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	6.6
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	6.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	6.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	6.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	6.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	6.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	5.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	5.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	5.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	5.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	5.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	5.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	5.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	5.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	5.0
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	4.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	4.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	4.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	4.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	4.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	3.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	3.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	3.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	3.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	2.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	2.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	2.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	1.9
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	1.8
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	1.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	1.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	0.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	0.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SORBS1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.27

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

31.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	106.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	103.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	75.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	72.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	61.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	60.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	57.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	56.8
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	56.1
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	55.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	51.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	51.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	51.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	50.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	47.7
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	46.9
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	46.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	46.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	46.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	45.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	44.3
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	44.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	43.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	43.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	42.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	42.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	38.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	38.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	38.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	37.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	37.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	37.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	37.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	36.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	35.5
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	35.1
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	34.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	34.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	33.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	33.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	33.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	32.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	32.7
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	32.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	32.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	31.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	31.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	30.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	30.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	28.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	28.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	28.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	28.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	27.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	27.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	27.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	26.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	26.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	26.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	25.4
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	25.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	24.9
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	23.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	23.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	22.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	21.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	21.3
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	21.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	21.0
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	20.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	18.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	18.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	18.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	18.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	17.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	17.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	17.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	16.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	15.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	14.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	14.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	13.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	13.9
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	13.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	12.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	12.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	12.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	11.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	11.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	11.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	11.0
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	10.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	7.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	7.0
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	6.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	5.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	4.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	4.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	3.9
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	2.4
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SORBS1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.87

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

11.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	52.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	51.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	47.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	35.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	34.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	34.7
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	34.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	33.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	33.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	31.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	31.2
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	31.1
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	29.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	29.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	28.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	28.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	26.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	25.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	25.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	25.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	25.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	25.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	24.1
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	23.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	23.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	23.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	23.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	23.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	22.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	22.2
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	22.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	22.1
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	22.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	21.7
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	21.5
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	21.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	21.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	20.7
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	20.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	20.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	20.5
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	20.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	20.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	20.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	20.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	20.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	20.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	19.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	19.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	19.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	19.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	19.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	19.2
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	19.1
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	19.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	18.6
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	18.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	18.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	18.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	18.1
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	18.1
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	18.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	18.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	17.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	17.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	17.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	17.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	16.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	16.8
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	16.6
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	16.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	16.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	16.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	15.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	15.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	15.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	15.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	15.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	15.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	15.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	15.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	14.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	14.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	14.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	14.2
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	14.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	14.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	14.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	14.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	13.9
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	13.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	13.7
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	13.5
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	13.4
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	13.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	13.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	13.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	12.8
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	12.8
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	12.7
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	12.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	12.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	12.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	12.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	12.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	12.3
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	12.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	12.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	12.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	12.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	11.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	11.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	11.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	11.8
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	11.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	11.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	11.7
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	11.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	11.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	11.3
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	11.2
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	10.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	10.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	10.6
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	10.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	10.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	10.4
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	10.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	10.3
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	10.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	10.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	10.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	10.1
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	10.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	10.0
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	9.8
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	9.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	9.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	9.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	9.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	9.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	9.4
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	9.4
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	9.3
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	9.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	9.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	9.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	9.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	8.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	8.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	8.7
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	8.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	8.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	8.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	8.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	8.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	8.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	8.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	8.1
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	8.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	8.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	8.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	7.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	7.9
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	7.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	7.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	7.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	7.5
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	7.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	7.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	7.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	7.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	7.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	7.2
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	7.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	7.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	7.0
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	7.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	6.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	6.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	6.8
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	6.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	6.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	6.8
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	6.7
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	6.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	6.6
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	6.6
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	6.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	6.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	6.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	6.3
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	6.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	6.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	6.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	6.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	6.2
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	5.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	5.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	5.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	5.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	5.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	5.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	5.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	5.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	5.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	5.4
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	5.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	5.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	5.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	4.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	4.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	4.9
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	4.9
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	4.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	4.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	4.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	4.6
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	4.5
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	4.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	4.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	4.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	4.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	4.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	4.1
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	4.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	3.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	3.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	3.8
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	3.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	3.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	3.7
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	3.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	3.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	3.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	3.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	3.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	3.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	3.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	2.9
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	2.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	2.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	2.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	2.5
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	2.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	2.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	2.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	2.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	2.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	2.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	2.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	2.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	2.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	2.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	2.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	2.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	1.9
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	1.9
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	1.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	1.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	1.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	1.5
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	1.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	1.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	1.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	1.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	1.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	1.1
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	1.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	1.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	1.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	1.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	1.0
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	0.9
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	0.8
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	0.4
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0011240003	Tumor	2.2
CPT0075560003	Tumor	1.6
CPT0066480003	Tumor	1.5
CPT0010120001	Normal	1.4
CPT0079510001	Normal	1.2
CPT0025170003	Tumor	1.1
CPT0069160003	Tumor	1.1
CPT0069000003	Tumor	1.1
CPT0021240003	Tumor	0.9
CPT0002370001	Normal	0.9
CPT0092190003	Normal	0.8
CPT0088900003	Tumor	0.8
CPT0086970003	Normal	0.8
CPT0001270001	Normal	0.8
CPT0075720003	Tumor	0.8
CPT0086870003	Tumor	0.8
CPT0012080003	Tumor	0.8
CPT0088630003	Tumor	0.7
CPT0020130001	Normal	0.7
CPT0012670003	Tumor	0.7
CPT0078530001	Normal	0.6
CPT0001180009	Tumor	0.6
CPT0025290003	Tumor	0.6
CPT0012900004	Tumor	0.6
CPT0086830003	Normal	0.6
CPT0006440003	Tumor	0.6
CPT0071150004	Tumor	0.6
CPT0020120003	Tumor	0.6
CPT0085670003	Tumor	0.5
CPT0015910003	Tumor	0.5
CPT0077490003	Tumor	0.5
CPT0019990003	Tumor	0.5
CPT0081600003	Tumor	0.5
CPT0007470001	Normal	0.4
CPT0001540009	Tumor	0.4
CPT0092160003	Tumor	0.4
CPT0081990003	Tumor	0.4
CPT0009000003	Tumor	0.4
CPT0092790003	Tumor	0.4
CPT0025230003	Tumor	0.4
CPT0019160001	Normal	0.4
CPT0012550003	Tumor	0.4
CPT0063320003	Tumor	0.4
CPT0069190001	Normal	0.4
CPT0088690003	Tumor	0.4
CPT0063640001	Normal	0.3
CPT0012370003	Tumor	0.3
CPT0077310003	Tumor	0.3
CPT0078940001	Normal	0.3
CPT0014370004	Tumor	0.3
CPT0019130003	Tumor	0.3
CPT0065870003	Tumor	0.3
CPT0018250001	Normal	0.3
CPT0000870016	Tumor	0.3
CPT0075570001	Normal	0.3
CPT0084590001	Normal	0.3
CPT0024680001	Normal	0.3
CPT0079230003	Tumor	0.3
CPT0000660001	Normal	0.3
CPT0001220008	Tumor	0.2
CPT0025880003	Tumor	0.2
CPT0007320003	Tumor	0.2
CPT0077320001	Normal	0.2
CPT0066470004	Tumor	0.2
CPT0086950003	Tumor	0.2
CPT0069010001	Normal	0.2
CPT0009080003	Normal	0.2
CPT0075130003	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0079430001	Normal	0.1
CPT0065930003	Tumor	0.1
CPT0009020003	Normal	0.1
CPT0006630003	Tumor	0.1
CPT0017410003	Tumor	0.1
CPT0000890001	Normal	0.1
CPT0012920003	Normal	0.1
CPT0079380003	Tumor	0.1
CPT0025110003	Tumor	0.1
CPT0088500001	Normal	0.1
CPT0001550001	Normal	0.1
CPT0089020003	Tumor	0.1
CPT0086890003	Normal	0.1
CPT0017850003	Tumor	0.1
CPT0065690003	Tumor	0.1
CPT0020020001	Normal	0.0
CPT0001230001	Normal	0.0
CPT0075170001	Normal	0.0
CPT0024670003	Tumor	0.0
CPT0013790003	Normal	0.0
CPT0007870001	Normal	0.0
CPT0009060003	Tumor	0.0
CPT0000780007	Tumor	0.0
CPT0084560003	Tumor	0.0
CPT0079410003	Tumor	0.0
CPT0012290003	Normal	0.0
CPT0014450004	Tumor	0.0
CPT0002350011	Tumor	0.0
CPT0017450001	Normal	0.0
CPT0078660003	Tumor	0.0
CPT0064400001	Normal	0.0
CPT0065820001	Normal	-0.1
CPT0006530001	Normal	-0.1
CPT0088480003	Tumor	-0.1
CPT0014470001	Normal	-0.1
CPT0023690003	Tumor	-0.1
CPT0092800003	Normal	-0.1
CPT0086820003	Tumor	-0.1
CPT0078510003	Tumor	-0.1
CPT0088570001	Normal	-0.1
CPT0063630003	Tumor	-0.1
CPT0000640003	Tumor	-0.1
CPT0066520001	Normal	-0.1
CPT0015810003	Tumor	-0.1
CPT0081620001	Normal	-0.1
CPT0065430003	Tumor	-0.1
CPT0012090003	Normal	-0.1
CPT0001190001	Normal	-0.1
CPT0023710001	Normal	-0.1
CPT0011410003	Tumor	-0.1
CPT0006950001	Normal	-0.1
CPT0079300001	Normal	-0.1
CPT0088760003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0087040003	Tumor	-0.1
CPT0010110003	Tumor	-0.1
CPT0023360001	Normal	-0.2
CPT0010160003	Tumor	-0.2
CPT0086030003	Tumor	-0.2
CPT0088710001	Normal	-0.2
CPT0012770003	Normal	-0.2
CPT0079270003	Tumor	-0.2
CPT0025050003	Tumor	-0.2
CPT0077140001	Normal	-0.2
CPT0012570003	Normal	-0.2
CPT0078670001	Normal	-0.2
CPT0092290003	Tumor	-0.2
CPT0079000001	Normal	-0.2
CPT0089480003	Normal	-0.2
CPT0025610001	Normal	-0.2
CPT0086370003	Normal	-0.2
CPT0012640003	Normal	-0.2
CPT0010170001	Normal	-0.3
CPT0063330001	Normal	-0.3
CPT0077500001	Normal	-0.3
CPT0088640003	Normal	-0.3
CPT0001350001	Normal	-0.3
CPT0092310003	Normal	-0.3
CPT0089040001	Normal	-0.3
CPT0065750003	Tumor	-0.3
CPT0006900003	Tumor	-0.3
CPT0001510001	Normal	-0.3
CPT0014350001	Normal	-0.3
CPT0000790001	Normal	-0.3
CPT0006730001	Normal	-0.3
CPT0026420001	Normal	-0.3
CPT0076350001	Normal	-0.3
CPT0014130001	Normal	-0.3
CPT0065450001	Normal	-0.3
CPT0078840001	Normal	-0.3
CPT0089460004	Tumor	-0.4
CPT0082010001	Normal	-0.4
CPT0088920001	Normal	-0.4
CPT0081880003	Tumor	-0.4
CPT0064370003	Tumor	-0.4
CPT0025580004	Tumor	-0.4
CPT0025350003	Tumor	-0.4
CPT0001500009	Tumor	-0.4
CPT0077110003	Tumor	-0.4
CPT0025060001	Normal	-0.4
CPT0012280003	Tumor	-0.4
CPT0086360003	Tumor	-0.5
CPT0065810003	Tumor	-0.5
CPT0025920001	Normal	-0.5
CPT0078930003	Tumor	-0.5
CPT0014160003	Tumor	-0.5
CPT0066430001	Normal	-0.5
CPT0087050003	Normal	-0.5
CPT0078830003	Tumor	-0.5
CPT0088780001	Normal	-0.5
CPT0007860003	Tumor	-0.6
CPT0023350003	Tumor	-0.6
CPT0079180003	Tumor	-0.6
CPT0078990003	Tumor	-0.6
CPT0026410003	Tumor	-0.8
CPT0092740003	Normal	-0.8
CPT0001260009	Tumor	-1.0
CPT0078800003	Tumor	-1.2
CPT0076330003	Tumor	-1.3
CPT0012180003	Tumor	-1.3
CPT0088550004	Tumor	-1.3
CPT0015730003	Tumor	-1.4
CPT0001340003	Tumor	-1.4
CPT0002270011	Tumor	-1.4
CPT0088970003	Tumor	-1.9
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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 HPA027559	Antibody HPA043084	Antibody CAB032850
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