Expression of NUMB 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

NUMB is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 34.39

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

36.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	107.4
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	90.6
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	80.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	76.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	75.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	71.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	70.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	58.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	54.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	54.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	53.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	51.3
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	50.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	48.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	47.8
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	46.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	45.3
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	44.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	42.4
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	40.3
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	40.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	40.1
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	38.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	37.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	37.4
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	36.5
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	34.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	34.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	32.4
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	31.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	31.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	30.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	30.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	29.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	29.3
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	28.2
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	27.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	26.5
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	25.7
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	25.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	25.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	24.9
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	24.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	24.4
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	24.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	24.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	24.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	23.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	23.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	23.6
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	23.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	20.9
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	20.9
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	20.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	20.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	20.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	18.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	17.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	16.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	16.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	16.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	16.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	15.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	9.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 47.99

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

37.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	200.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	102.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	97.9
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	94.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	88.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	85.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	84.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	82.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	82.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	80.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	79.1
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	78.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	78.4
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	78.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	77.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	77.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	76.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	75.3
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	74.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	74.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	74.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	73.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	73.0
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	71.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	71.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	70.6
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	70.3
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	69.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	69.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	68.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	68.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	68.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	67.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	66.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	66.7
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	66.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	66.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	66.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	66.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	66.0
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	65.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	65.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	65.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	65.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	65.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	64.6
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	64.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	64.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	64.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	63.8
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	63.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	63.1
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	63.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	62.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	61.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	61.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	61.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	60.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	60.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	59.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	59.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	59.3
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	59.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	59.2
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	59.1
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	59.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	59.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	58.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	58.5
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	58.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	58.5
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	58.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	58.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	57.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	57.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	57.6
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	56.9
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	56.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	56.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	56.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	56.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	56.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	56.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	56.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	56.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	55.9
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	55.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	55.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	55.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	55.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	55.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	55.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	54.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	54.8
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	54.5
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	54.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	53.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	53.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	53.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	53.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	53.1
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	52.8
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	52.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	52.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	52.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	52.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	52.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	52.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	52.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	51.9
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	51.6
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	51.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	51.3
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	51.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	50.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	50.8
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	50.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	50.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	50.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	50.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	50.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	50.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	50.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	49.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	49.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	49.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	49.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	49.5
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	49.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	49.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	48.9
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	48.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	48.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	48.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	48.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	48.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	48.0
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	48.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	48.0
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	48.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	47.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	47.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	47.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	47.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	47.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	47.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	47.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	47.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	47.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	47.2
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	46.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	46.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	46.3
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	46.3
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	46.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	46.2
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	46.1
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	46.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	46.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	45.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	45.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	45.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	45.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	45.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	44.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	44.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	44.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	44.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	44.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	43.9
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	43.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	43.7
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	43.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	43.6
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	43.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	43.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	43.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	43.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	43.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	43.2
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	43.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	43.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	42.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	42.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	42.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	42.7
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	42.3
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	42.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	42.2
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	42.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	42.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	41.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	41.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	41.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	41.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	41.3
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	41.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	41.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	41.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	40.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	40.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	40.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	40.7
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	40.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	40.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	40.5
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	40.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	40.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	40.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	40.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	40.2
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	40.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	40.2
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	39.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	39.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	39.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	39.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	39.5
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	39.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	39.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	39.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	39.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	39.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	39.1
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	39.0
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	38.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	38.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	38.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	38.6
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	38.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	38.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	38.0
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	37.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	37.6
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	37.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	37.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	37.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	37.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	37.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	37.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	36.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	36.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	36.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	36.4
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	36.3
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	36.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	36.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	36.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	36.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	36.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	36.0
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	35.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	35.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	35.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	35.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	35.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	35.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	35.5
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	35.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	35.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	35.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	35.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	35.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	35.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	35.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	35.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	34.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	34.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	34.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	34.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	34.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	34.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	34.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	34.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	34.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	34.1
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	34.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	34.0
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	33.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	33.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	33.7
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	33.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	33.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	33.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	33.1
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	33.0
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	33.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	32.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	32.9
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	32.9
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	32.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	32.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	32.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	32.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	32.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	32.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	32.3
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	32.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	31.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	31.8
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	31.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	31.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	31.3
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	31.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	31.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	31.0
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	30.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	30.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	30.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	30.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	30.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	30.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	30.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	30.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	30.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	30.0
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	30.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	29.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	29.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	29.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	29.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	29.4
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	29.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	29.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	29.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	29.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	29.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	28.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	28.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	28.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	28.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	28.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	28.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	28.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	28.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	28.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	28.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	28.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	27.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	27.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	27.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	27.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	27.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	27.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	27.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	27.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	27.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	27.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	27.4
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	27.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	27.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	27.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	27.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	27.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	27.0
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	26.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	26.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	26.9
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	26.8
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	26.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	26.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	26.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	26.5
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	26.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	26.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	26.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	26.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	26.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	26.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	26.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	25.8
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	25.8
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	25.7
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	25.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	25.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	25.4
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	25.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	25.1
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	25.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	25.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	24.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	24.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	24.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	24.6
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	24.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	24.5
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	24.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	24.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	24.3
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	24.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	24.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	24.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	24.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	23.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	23.8
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	23.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	23.6
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	23.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	23.3
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	23.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	23.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	23.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	23.0
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	22.8
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	22.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	22.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	22.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	22.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	22.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	22.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	22.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	22.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	22.1
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	21.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	21.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	21.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	21.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	21.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	21.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	21.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	21.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	20.9
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	20.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	20.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	20.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	20.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	20.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	20.6
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	20.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	20.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	20.4
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	20.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	20.2
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	19.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	19.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	19.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	19.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	19.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	19.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	19.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	19.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	19.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	18.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	18.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	18.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	18.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	18.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	18.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	18.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	18.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	18.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	18.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	17.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	17.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	17.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	17.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	17.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	17.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	16.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	16.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	16.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	16.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	16.7
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	16.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	16.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	15.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	15.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	15.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	15.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	15.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	15.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	15.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	15.6
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	15.5
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	15.4
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	15.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	15.3
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	15.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	15.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	15.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	15.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	14.9
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	14.7
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	14.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	14.6
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	14.3
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	14.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	14.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	13.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	13.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	13.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	13.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	13.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	13.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	13.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	12.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	12.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	12.6
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	12.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	12.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	12.1
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	11.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	11.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	11.6
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	11.5
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	11.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	11.3
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	10.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	10.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	10.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	10.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	9.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	9.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	9.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	7.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	7.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	7.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	7.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	6.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	3.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 44.25

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

46.1

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	94.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	94.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	84.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	81.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	77.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	77.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	77.1
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	76.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	76.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	74.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	73.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	73.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	72.6
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	72.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	71.5
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	69.7
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	68.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	68.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	68.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	66.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	64.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	63.9
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	62.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	61.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	60.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	59.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	59.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	57.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	56.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	55.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	55.5
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	55.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	55.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	54.9
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	54.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	53.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	51.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	51.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	51.7
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	49.1
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	48.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	47.8
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	47.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	46.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	46.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	45.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	44.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	44.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	44.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	43.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	43.1
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	42.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	42.1
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	41.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	40.9
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	39.3
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	38.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	38.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	38.0
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	37.6
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	37.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	37.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	37.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	37.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	37.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	36.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	35.5
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	35.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	34.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	34.1
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	33.1
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	33.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	31.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	30.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	30.1
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	29.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	29.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	28.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	28.6
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	28.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	27.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	27.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	26.7
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	25.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	23.8
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	23.7
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	23.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	23.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	22.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	22.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	22.6
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	22.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	20.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	20.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	19.8
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	19.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	19.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	19.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	14.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	13.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 25.72

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

37.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	93.3
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	91.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	91.5
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	89.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	86.2
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	85.4
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	81.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	80.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	78.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	73.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	72.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	69.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	69.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	69.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	66.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	66.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	66.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	65.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	65.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	65.0
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	64.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	63.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	63.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	62.2
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	61.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	61.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	60.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	60.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	60.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	59.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	58.8
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	58.1
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	57.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	57.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	57.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	57.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	56.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	56.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	56.5
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	55.4
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	55.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	54.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	54.2
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	53.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	52.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	52.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	52.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	52.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	52.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	51.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	51.2
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	50.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	50.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	50.3
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	50.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	50.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	49.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	49.9
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	49.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	49.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	49.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	49.4
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	49.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	49.1
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	49.1
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	48.9
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	48.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	48.2
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	48.2
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	48.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	47.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	46.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	46.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	46.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	46.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	45.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	45.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	45.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	45.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	45.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	45.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	44.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	44.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	44.5
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	44.4
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	44.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	44.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	43.9
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	43.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	43.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	43.7
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	43.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	43.3
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	43.2
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	43.0
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	42.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	42.5
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	42.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	42.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	42.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	41.7
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	41.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	41.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	41.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	41.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	41.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	41.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	40.9
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	40.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	40.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	40.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	40.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	40.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	40.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	40.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	40.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	39.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	39.8
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	39.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	39.6
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	39.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	39.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	39.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	39.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	38.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	38.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	38.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	38.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	38.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	38.4
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	38.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	38.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	38.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	37.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	37.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	37.5
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	37.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	37.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	37.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	37.2
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	37.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	37.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	36.4
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	36.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	36.0
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	35.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	35.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	34.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	34.3
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	33.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	33.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	33.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	33.7
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	33.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	33.3
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	33.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	32.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	32.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	32.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	31.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	31.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	31.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	31.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	31.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	31.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	31.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	31.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	31.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	31.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	31.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	31.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	30.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	30.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	29.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	29.9
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	29.8
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	29.7
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	29.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	29.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	29.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	29.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	29.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	29.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	29.4
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	29.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	29.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	28.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	28.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	28.3
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	27.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	27.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	27.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	27.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	26.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	26.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	26.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	26.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	26.5
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	26.4
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	26.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	26.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	26.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	25.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	25.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	25.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	25.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	25.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	25.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	25.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	25.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	24.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	24.8
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	24.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	24.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	24.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	24.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	23.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	23.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	23.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	22.4
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	22.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	22.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	22.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	22.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	21.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	21.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	21.6
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	21.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	21.6
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	20.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	20.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	20.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	20.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	20.3
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	20.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	20.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	20.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	20.1
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	19.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	19.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	19.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	19.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	19.4
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	19.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	19.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	19.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	18.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	18.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	18.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	18.7
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	18.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	18.6
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	18.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	18.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	18.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	18.0
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	17.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	17.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	17.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	17.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	17.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	16.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	16.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	15.8
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	15.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	14.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	14.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	13.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	12.6
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	12.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	12.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	12.2
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	12.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	12.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	11.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	11.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	11.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	11.2
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	10.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	9.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	9.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	5.8
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0078800003	Tumor	0.7
CPT0071150004	Tumor	0.5
CPT0026410003	Tumor	0.5
CPT0014370004	Tumor	0.5
CPT0009080003	Normal	0.4
CPT0009060003	Tumor	0.4
CPT0065870003	Tumor	0.4
CPT0088900003	Tumor	0.4
CPT0078530001	Normal	0.3
CPT0088550004	Tumor	0.3
CPT0088780001	Normal	0.3
CPT0000870016	Tumor	0.3
CPT0010120001	Normal	0.3
CPT0006440003	Tumor	0.3
CPT0025610001	Normal	0.3
CPT0017450001	Normal	0.3
CPT0000780007	Tumor	0.3
CPT0076350001	Normal	0.3
CPT0012640003	Normal	0.3
CPT0092740003	Normal	0.3
CPT0011240003	Tumor	0.3
CPT0006950001	Normal	0.3
CPT0014350001	Normal	0.3
CPT0012770003	Normal	0.3
CPT0009000003	Tumor	0.3
CPT0077490003	Tumor	0.3
CPT0006630003	Tumor	0.3
CPT0012900004	Tumor	0.3
CPT0078990003	Tumor	0.3
CPT0065810003	Tumor	0.3
CPT0023710001	Normal	0.2
CPT0079480003	Tumor	0.2
CPT0019130003	Tumor	0.2
CPT0012920003	Normal	0.2
CPT0063320003	Tumor	0.2
CPT0011410003	Tumor	0.2
CPT0025350003	Tumor	0.2
CPT0009020003	Normal	0.2
CPT0081990003	Tumor	0.2
CPT0007870001	Normal	0.2
CPT0018250001	Normal	0.2
CPT0001230001	Normal	0.2
CPT0006730001	Normal	0.2
CPT0007470001	Normal	0.2
CPT0079270003	Tumor	0.2
CPT0002270011	Tumor	0.2
CPT0075570001	Normal	0.2
CPT0012570003	Normal	0.2
CPT0001260009	Tumor	0.2
CPT0025580004	Tumor	0.2
CPT0079000001	Normal	0.2
CPT0092800003	Normal	0.2
CPT0081620001	Normal	0.2
CPT0079300001	Normal	0.2
CPT0015910003	Tumor	0.2
CPT0000890001	Normal	0.2
CPT0078670001	Normal	0.2
CPT0014130001	Normal	0.2
CPT0077500001	Normal	0.2
CPT0000790001	Normal	0.2
CPT0077140001	Normal	0.2
CPT0063640001	Normal	0.2
CPT0012090003	Normal	0.2
CPT0001350001	Normal	0.2
CPT0088920001	Normal	0.2
CPT0078840001	Normal	0.2
CPT0025920001	Normal	0.2
CPT0079510001	Normal	0.2
CPT0075720003	Tumor	0.2
CPT0077110003	Tumor	0.2
CPT0001550001	Normal	0.1
CPT0089480003	Normal	0.1
CPT0025060001	Normal	0.1
CPT0087040003	Tumor	0.1
CPT0088630003	Tumor	0.1
CPT0000660001	Normal	0.1
CPT0088710001	Normal	0.1
CPT0069010001	Normal	0.1
CPT0089040001	Normal	0.1
CPT0086370003	Normal	0.1
CPT0001510001	Normal	0.1
CPT0065450001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0012370003	Tumor	0.1
CPT0064400001	Normal	0.1
CPT0065820001	Normal	0.1
CPT0020130001	Normal	0.1
CPT0082010001	Normal	0.1
CPT0078940001	Normal	0.1
CPT0092310003	Normal	0.1
CPT0079430001	Normal	0.1
CPT0002370001	Normal	0.1
CPT0010160003	Tumor	0.1
CPT0087050003	Normal	0.1
CPT0066430001	Normal	0.1
CPT0019160001	Normal	0.1
CPT0077320001	Normal	0.1
CPT0001270001	Normal	0.1
CPT0086870003	Tumor	0.1
CPT0086890003	Normal	0.1
CPT0088640003	Normal	0.1
CPT0017410003	Tumor	0.1
CPT0020020001	Normal	0.1
CPT0069190001	Normal	0.1
CPT0013790003	Normal	0.1
CPT0078830003	Tumor	0.1
CPT0007860003	Tumor	0.1
CPT0079180003	Tumor	0.1
CPT0063330001	Normal	0.1
CPT0092190003	Normal	0.1
CPT0001190001	Normal	0.1
CPT0089460004	Tumor	0.1
CPT0006900003	Tumor	0.1
CPT0088500001	Normal	0.1
CPT0075170001	Normal	0.0
CPT0014470001	Normal	0.0
CPT0010110003	Tumor	0.0
CPT0086830003	Normal	0.0
CPT0069000003	Tumor	0.0
CPT0001220008	Tumor	0.0
CPT0012080003	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0025110003	Tumor	0.0
CPT0012550003	Tumor	0.0
CPT0066480003	Tumor	0.0
CPT0019990003	Tumor	0.0
CPT0086950003	Tumor	0.0
CPT0023360001	Normal	0.0
CPT0079380003	Tumor	0.0
CPT0014450004	Tumor	0.0
CPT0086970003	Normal	0.0
CPT0084590001	Normal	0.0
CPT0026420001	Normal	0.0
CPT0081600003	Tumor	0.0
CPT0064370003	Tumor	0.0
CPT0024680001	Normal	0.0
CPT0088760003	Tumor	0.0
CPT0066520001	Normal	0.0
CPT0086820003	Tumor	0.0
CPT0021240003	Tumor	0.0
CPT0001540009	Tumor	-0.1
CPT0085670003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0089020003	Tumor	-0.1
CPT0078930003	Tumor	-0.1
CPT0014160003	Tumor	-0.1
CPT0077310003	Tumor	-0.1
CPT0000640003	Tumor	-0.1
CPT0015810003	Tumor	-0.1
CPT0007320003	Tumor	-0.1
CPT0012290003	Normal	-0.1
CPT0088690003	Tumor	-0.1
CPT0025230003	Tumor	-0.1
CPT0017850003	Tumor	-0.1
CPT0092160003	Tumor	-0.1
CPT0088970003	Tumor	-0.1
CPT0079410003	Tumor	-0.2
CPT0066470004	Tumor	-0.2
CPT0079230003	Tumor	-0.2
CPT0001500009	Tumor	-0.2
CPT0084560003	Tumor	-0.2
CPT0092790003	Tumor	-0.2
CPT0076330003	Tumor	-0.2
CPT0025170003	Tumor	-0.2
CPT0092290003	Tumor	-0.3
CPT0086030003	Tumor	-0.3
CPT0024670003	Tumor	-0.3
CPT0065930003	Tumor	-0.3
CPT0025050003	Tumor	-0.3
CPT0023690003	Tumor	-0.3
CPT0088480003	Tumor	-0.3
CPT0012280003	Tumor	-0.3
CPT0065690003	Tumor	-0.3
CPT0025880003	Tumor	-0.3
CPT0020120003	Tumor	-0.3
CPT0023350003	Tumor	-0.3
CPT0075560003	Tumor	-0.4
CPT0002350011	Tumor	-0.4
CPT0078660003	Tumor	-0.4
CPT0025290003	Tumor	-0.4
CPT0012670003	Tumor	-0.4
CPT0075130003	Tumor	-0.4
CPT0081880003	Tumor	-0.4
CPT0086360003	Tumor	-0.4
CPT0001180009	Tumor	-0.4
CPT0065750003	Tumor	-0.4
CPT0063630003	Tumor	-0.4
CPT0078510003	Tumor	-0.4
CPT0065430003	Tumor	-0.4
CPT0015730003	Tumor	-0.5
CPT0069160003	Tumor	-0.5
CPT0001340003	Tumor	-0.6
CPT0012180003	Tumor	-0.7
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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 CAB011478
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