Expression of SOS2 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

SOS2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 20.8

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

19.1

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	46.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	37.6
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	34.5
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	32.6
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	32.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	31.6
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	30.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	30.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	29.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	28.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	28.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	26.4
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	26.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	26.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	25.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	25.4
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	25.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	25.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	24.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	23.7
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	22.8
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	21.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	19.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	19.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	19.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	19.4
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	19.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	18.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	18.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	18.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	17.8
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	17.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	17.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	17.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	17.0
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	16.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	16.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	16.1
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	15.7
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	15.7
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	15.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	15.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	14.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	14.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	14.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	13.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	13.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	13.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	13.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	13.3
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	13.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	12.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	12.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	11.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	10.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	10.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	9.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	9.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	9.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	7.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	7.1
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	5.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	5.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	4.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SOS2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.89

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

12.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	48.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	42.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	37.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	36.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	31.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	31.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	29.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	29.2
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	26.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	26.3
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	25.8
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	25.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	25.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	24.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	24.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	24.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	23.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	23.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	23.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	23.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	23.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	23.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	23.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	23.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	23.1
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	23.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	22.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	22.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	22.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	22.4
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	22.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	21.9
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	21.5
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	21.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	21.4
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	21.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	21.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	21.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	21.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	21.1
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	21.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	21.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	21.0
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	20.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	20.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	20.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	20.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	20.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	20.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	20.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	20.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	20.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	20.0
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	19.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	19.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	19.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	19.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	19.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	19.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	19.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	19.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	19.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	19.0
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	18.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	18.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	18.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	18.8
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	18.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	18.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	18.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	18.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	18.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	18.6
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	18.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	18.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	18.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	18.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	18.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	18.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	18.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	18.1
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	18.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	18.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	17.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	17.9
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	17.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	17.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	17.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	17.5
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	17.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	17.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	17.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	17.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	17.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	17.1
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	17.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	17.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	16.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	16.8
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	16.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	16.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	16.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	16.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	16.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	16.6
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	16.6
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	16.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	16.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	16.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	16.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	16.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	16.4
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	16.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	16.3
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	16.3
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	16.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	16.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	16.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	16.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	16.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	16.1
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	16.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	16.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	16.0
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	16.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	15.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	15.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	15.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	15.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	15.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	15.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	15.8
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	15.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	15.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	15.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	15.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	15.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	15.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	15.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	15.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	15.4
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	15.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	15.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	15.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	15.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	15.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	15.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	15.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	15.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	15.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	15.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	15.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	15.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	14.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	14.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	14.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	14.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	14.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	14.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	14.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	14.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	14.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	14.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	14.6
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	14.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	14.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	14.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	14.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	14.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	14.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	14.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	14.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	14.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	14.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	14.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	14.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	14.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	14.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	14.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	14.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	14.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	14.1
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	14.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	13.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	13.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	13.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	13.7
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	13.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	13.7
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	13.7
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	13.6
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	13.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	13.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	13.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	13.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	13.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	13.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	13.3
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	13.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	13.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	13.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	13.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	13.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	13.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	13.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	13.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	13.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	13.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	13.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	13.0
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	13.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	12.9
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	12.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	12.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	12.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	12.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	12.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	12.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	12.7
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	12.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	12.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	12.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	12.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	12.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	12.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	12.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	12.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	12.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	12.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	12.5
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	12.5
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	12.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	12.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	12.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	12.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	12.2
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	12.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	12.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	12.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	12.2
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	12.2
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	12.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	12.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	12.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	12.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	12.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	12.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	12.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	12.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	12.0
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	12.0
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	12.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	12.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	12.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	11.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	11.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	11.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	11.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	11.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	11.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	11.7
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	11.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	11.7
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	11.7
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	11.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	11.6
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	11.6
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	11.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	11.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	11.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	11.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	11.5
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	11.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	11.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	11.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	11.4
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	11.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	11.4
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	11.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	11.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	11.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	11.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	11.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	11.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	11.1
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	11.1
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	11.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	11.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	11.0
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	10.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	10.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	10.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	10.8
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	10.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	10.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	10.7
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	10.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	10.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	10.6
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	10.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	10.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	10.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	10.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	10.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	10.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	10.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	10.2
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	10.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	10.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	10.1
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	10.1
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	10.1
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	10.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	10.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	10.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	9.9
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	9.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	9.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	9.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	9.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	9.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	9.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	9.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	9.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	9.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	9.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	9.7
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	9.7
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	9.6
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	9.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	9.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	9.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	9.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	9.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	9.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	9.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	9.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	9.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	9.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	9.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	9.4
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	9.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	9.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	9.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	9.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	9.3
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	9.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	9.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	9.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	9.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	9.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	8.9
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	8.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	8.9
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	8.9
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	8.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	8.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	8.7
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	8.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	8.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	8.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	8.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	8.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	8.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	8.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	8.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	8.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	8.4
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	8.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	8.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	8.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	8.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	8.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	8.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	8.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	8.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	8.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	8.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	8.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	8.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	8.0
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	8.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	8.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	7.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	7.9
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	7.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	7.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	7.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	7.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	7.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	7.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	7.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	7.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	7.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	7.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	7.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	7.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	7.4
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	7.4
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	7.4
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	7.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	7.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	7.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	7.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	7.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	7.3
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	7.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	7.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	7.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	7.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	7.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	7.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	7.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	7.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	7.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	7.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	7.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	7.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	7.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	6.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	6.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	6.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	6.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	6.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	6.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	6.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	6.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	6.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	6.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	6.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	6.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	6.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	6.2
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	6.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	6.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	6.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	6.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	6.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	6.1
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	6.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	6.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	5.9
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	5.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	5.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	5.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	5.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	5.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	5.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	5.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	5.6
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	5.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	5.5
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	5.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	5.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	5.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	5.4
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	5.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	5.4
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	5.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	5.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	5.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	5.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	5.3
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	5.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	5.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	5.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	5.2
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	5.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	5.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	5.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	5.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	5.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	5.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	4.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	4.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	4.7
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	4.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	4.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	4.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	4.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	4.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	4.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	4.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	4.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	4.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	4.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	4.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	4.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	4.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	4.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	4.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	3.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	3.8
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	3.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	3.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	3.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	3.6
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	3.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	3.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	3.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	3.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	3.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	3.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	3.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	3.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.0
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	2.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	2.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	2.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	2.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.2
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	1.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	1.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SOS2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.18

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

16.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	42.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	35.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	33.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	31.4
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	28.7
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	28.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	26.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	25.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	25.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	25.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	24.8
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	24.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	24.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	23.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	23.6
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	23.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	22.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	22.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	22.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	22.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	21.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	20.8
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	20.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	20.4
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	20.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	20.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	20.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	19.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	19.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	19.7
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	19.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	19.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	18.9
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	18.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	18.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	18.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	17.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	17.4
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	17.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	17.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	17.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	16.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	16.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	16.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	16.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	15.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	15.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	15.0
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	14.8
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	14.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	14.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	14.1
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	14.1
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	14.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	14.0
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	14.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	14.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	13.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	13.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	13.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	13.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	13.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	13.2
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	13.0
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	12.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	12.8
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	12.6
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	12.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	12.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	12.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	11.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	11.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	11.5
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	11.5
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	11.3
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	10.7
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	10.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	10.4
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	10.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	9.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	9.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	9.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	9.1
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	8.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	8.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	8.6
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	8.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	8.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	8.1
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	8.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	7.9
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	7.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	6.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	6.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	6.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	5.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	5.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	3.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	3.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	2.6
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SOS2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.58

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

11.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	45.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	43.3
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	37.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	29.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	28.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	27.7
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	25.9
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	25.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	25.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	23.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	23.8
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	23.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	22.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	22.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	22.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	22.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	22.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	21.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	21.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	21.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	21.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	20.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	20.4
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	20.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	20.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	20.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	19.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	19.3
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	19.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	19.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	18.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	18.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	18.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	18.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	18.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	18.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	18.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	18.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	17.9
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	17.9
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	17.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	17.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	17.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	17.7
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	17.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	17.5
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	17.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	17.0
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	16.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	16.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	16.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	16.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	16.8
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	16.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	16.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	16.1
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	16.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	15.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	15.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	15.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	15.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	15.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	15.3
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	15.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	15.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	15.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	14.8
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	14.8
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	14.7
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	14.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	14.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	14.5
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	14.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	14.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	14.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	14.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	14.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	14.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	13.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	13.9
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	13.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	13.7
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	13.5
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	13.5
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	13.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	13.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	13.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	13.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	13.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	13.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	12.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	12.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	12.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	12.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	12.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	12.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	12.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	12.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	12.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	12.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	12.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	12.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	12.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	12.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	12.4
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	12.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	12.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	12.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	12.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	12.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	12.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	12.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	11.9
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	11.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	11.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	11.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	11.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	11.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	11.3
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	11.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	11.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	11.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	11.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	11.0
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	10.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	10.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	10.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	10.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	10.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	10.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	10.4
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	10.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	10.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	10.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	10.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	10.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	10.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	10.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	10.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	10.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	9.9
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	9.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	9.8
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	9.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	9.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	9.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	9.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	9.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	9.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	9.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	9.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	9.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	9.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	9.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	9.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	9.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	9.1
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	9.1
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	9.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	9.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	8.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	8.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	8.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	8.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	8.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	8.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	8.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	8.7
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	8.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	8.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	8.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	8.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	8.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	8.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	8.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	8.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	8.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	8.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	8.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	8.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	7.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	7.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	7.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	7.7
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	7.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	7.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	7.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	7.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	7.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	7.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	7.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	7.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	7.2
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	7.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	7.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	7.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	7.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	7.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	6.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	6.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	6.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	6.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	6.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	6.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	6.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	6.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	6.4
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	6.4
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	6.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	6.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	6.3
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	6.3
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	6.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	6.1
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	6.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	6.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	5.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	5.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	5.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	5.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	5.8
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	5.7
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	5.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	5.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	5.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	5.4
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	5.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	5.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	5.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	5.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	5.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	4.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	4.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	4.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	4.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	4.7
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	4.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	4.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	4.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	4.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	4.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	4.2
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	4.2
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	4.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	4.2
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	4.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	3.9
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	3.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	3.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	3.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	3.7
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.7
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	3.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	3.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	3.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	3.6
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	3.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	3.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	3.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	3.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	3.4
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	3.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	3.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	3.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	3.0
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	3.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	2.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	2.7
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	2.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	2.6
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.6
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	2.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.2
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	1.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	1.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	1.5
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0077310003	Tumor	0.8
CPT0007860003	Tumor	0.6
CPT0021240003	Tumor	0.5
CPT0078510003	Tumor	0.5
CPT0088550004	Tumor	0.5
CPT0015730003	Tumor	0.5
CPT0012900004	Tumor	0.4
CPT0065750003	Tumor	0.4
CPT0088900003	Tumor	0.4
CPT0086030003	Tumor	0.4
CPT0006630003	Tumor	0.4
CPT0023690003	Tumor	0.3
CPT0088760003	Tumor	0.3
CPT0020120003	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0087040003	Tumor	0.3
CPT0079180003	Tumor	0.3
CPT0006900003	Tumor	0.3
CPT0077490003	Tumor	0.3
CPT0092790003	Tumor	0.3
CPT0089460004	Tumor	0.2
CPT0078830003	Tumor	0.2
CPT0002270011	Tumor	0.2
CPT0065870003	Tumor	0.2
CPT0065810003	Tumor	0.2
CPT0025290003	Tumor	0.2
CPT0079270003	Tumor	0.2
CPT0000660001	Normal	0.2
CPT0011240003	Tumor	0.2
CPT0001500009	Tumor	0.2
CPT0075560003	Tumor	0.2
CPT0088690003	Tumor	0.2
CPT0011410003	Tumor	0.2
CPT0025060001	Normal	0.2
CPT0066470004	Tumor	0.2
CPT0014130001	Normal	0.2
CPT0010160003	Tumor	0.2
CPT0006950001	Normal	0.2
CPT0065820001	Normal	0.2
CPT0012080003	Tumor	0.2
CPT0012290003	Normal	0.2
CPT0088970003	Tumor	0.2
CPT0025230003	Tumor	0.2
CPT0012550003	Tumor	0.2
CPT0065690003	Tumor	0.2
CPT0078940001	Normal	0.1
CPT0063640001	Normal	0.1
CPT0019990003	Tumor	0.1
CPT0025350003	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0086950003	Tumor	0.1
CPT0012640003	Normal	0.1
CPT0064370003	Tumor	0.1
CPT0006440003	Tumor	0.1
CPT0081990003	Tumor	0.1
CPT0079380003	Tumor	0.1
CPT0066480003	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0092800003	Normal	0.1
CPT0001230001	Normal	0.1
CPT0025170003	Tumor	0.1
CPT0086820003	Tumor	0.1
CPT0081620001	Normal	0.1
CPT0075720003	Tumor	0.1
CPT0025610001	Normal	0.1
CPT0092730003	Tumor	0.1
CPT0002370001	Normal	0.1
CPT0012770003	Normal	0.1
CPT0077320001	Normal	0.1
CPT0089020003	Tumor	0.1
CPT0069010001	Normal	0.1
CPT0088640003	Normal	0.1
CPT0012280003	Tumor	0.1
CPT0001180009	Tumor	0.1
CPT0025110003	Tumor	0.1
CPT0000890001	Normal	0.1
CPT0092310003	Normal	0.1
CPT0015910003	Tumor	0.1
CPT0077500001	Normal	0.1
CPT0012370003	Tumor	0.1
CPT0000780007	Tumor	0.1
CPT0084560003	Tumor	0.1
CPT0078800003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0019130003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0089480003	Normal	0.1
CPT0092740003	Normal	0.1
CPT0069160003	Tumor	0.1
CPT0088710001	Normal	0.1
CPT0086830003	Normal	0.0
CPT0026410003	Tumor	0.0
CPT0015810003	Tumor	0.0
CPT0086890003	Normal	0.0
CPT0082010001	Normal	0.0
CPT0014370004	Tumor	0.0
CPT0087050003	Normal	0.0
CPT0025880003	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0025050003	Tumor	0.0
CPT0086360003	Tumor	0.0
CPT0023360001	Normal	0.0
CPT0079300001	Normal	0.0
CPT0013790003	Normal	0.0
CPT0071150004	Tumor	0.0
CPT0012180003	Tumor	0.0
CPT0018250001	Normal	0.0
CPT0078990003	Tumor	0.0
CPT0014160003	Tumor	0.0
CPT0026420001	Normal	0.0
CPT0023350003	Tumor	0.0
CPT0088630003	Tumor	0.0
CPT0007470001	Normal	0.0
CPT0086870003	Tumor	0.0
CPT0065930003	Tumor	0.0
CPT0078840001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0063320003	Tumor	0.0
CPT0010170001	Normal	0.0
CPT0086370003	Normal	0.0
CPT0019160001	Normal	0.0
CPT0079480003	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0064400001	Normal	0.0
CPT0001190001	Normal	0.0
CPT0010120001	Normal	0.0
CPT0017850003	Tumor	0.0
CPT0079230003	Tumor	0.0
CPT0078670001	Normal	0.0
CPT0012570003	Normal	0.0
CPT0023710001	Normal	0.0
CPT0006730001	Normal	0.0
CPT0079000001	Normal	0.0
CPT0075570001	Normal	0.0
CPT0006530001	Normal	0.0
CPT0012090003	Normal	0.0
CPT0024680001	Normal	0.0
CPT0001510001	Normal	0.0
CPT0066430001	Normal	0.0
CPT0076330003	Tumor	0.0
CPT0002350011	Tumor	0.0
CPT0001270001	Normal	0.0
CPT0088780001	Normal	-0.1
CPT0078660003	Tumor	-0.1
CPT0014470001	Normal	-0.1
CPT0014350001	Normal	-0.1
CPT0025920001	Normal	-0.1
CPT0012670003	Tumor	-0.1
CPT0009000003	Tumor	-0.1
CPT0088920001	Normal	-0.1
CPT0079510001	Normal	-0.1
CPT0075130003	Tumor	-0.1
CPT0077140001	Normal	-0.1
CPT0065450001	Normal	-0.1
CPT0000790001	Normal	-0.1
CPT0001540009	Tumor	-0.1
CPT0063630003	Tumor	-0.1
CPT0089040001	Normal	-0.1
CPT0081880003	Tumor	-0.1
CPT0069190001	Normal	-0.1
CPT0020130001	Normal	-0.1
CPT0063330001	Normal	-0.1
CPT0000640003	Tumor	-0.1
CPT0075170001	Normal	-0.1
CPT0014450004	Tumor	-0.1
CPT0092160003	Tumor	-0.1
CPT0092290003	Tumor	-0.1
CPT0017410003	Tumor	-0.1
CPT0001340003	Tumor	-0.2
CPT0079430001	Normal	-0.2
CPT0077110003	Tumor	-0.2
CPT0088500001	Normal	-0.2
CPT0065430003	Tumor	-0.2
CPT0092190003	Normal	-0.2
CPT0007320003	Tumor	-0.2
CPT0081600003	Tumor	-0.2
CPT0009020003	Normal	-0.2
CPT0024670003	Tumor	-0.2
CPT0009080003	Normal	-0.2
CPT0007870001	Normal	-0.2
CPT0066520001	Normal	-0.2
CPT0001550001	Normal	-0.2
CPT0001260009	Tumor	-0.2
CPT0078530001	Normal	-0.2
CPT0001350001	Normal	-0.2
CPT0076350001	Normal	-0.2
CPT0012920003	Normal	-0.2
CPT0010110003	Tumor	-0.2
CPT0085670003	Tumor	-0.2
CPT0088480003	Tumor	-0.3
CPT0017450001	Normal	-0.3
CPT0001220008	Tumor	-0.3
CPT0009060003	Tumor	-0.4
CPT0079410003	Tumor	-0.4
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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 HPA047368	Antibody CAB004577
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
Neoplasm, malignant, NOS