Expression of NFU1 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

NFU1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 28.56

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

29.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	74.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	69.4
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	67.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	64.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	57.4
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	54.2
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	53.5
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	51.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	46.1
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	45.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	42.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	42.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	41.3
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	40.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	37.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	36.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	36.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	32.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	32.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	31.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	31.6
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	30.9
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	29.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	29.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	28.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	28.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	28.2
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	27.4
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	27.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	26.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	26.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	25.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	24.6
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	23.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	23.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	23.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	22.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	22.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	21.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	21.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	21.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	20.8
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	20.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	20.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	20.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	19.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	19.3
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	18.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	17.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	17.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	16.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	16.2
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	15.7
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	15.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	15.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	14.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	14.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	14.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	12.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	12.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	10.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	8.9
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	8.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	6.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NFU1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 55.68

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

58.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	132.8
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	130.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	130.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	126.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	122.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	116.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	112.7
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	111.5
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	110.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	107.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	106.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	106.2
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	103.6
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	103.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	100.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	98.6
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	96.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	95.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	95.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	95.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	94.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	93.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	93.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	92.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	92.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	92.0
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	91.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	90.3
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	89.8
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	89.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	88.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	88.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	86.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	86.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	85.7
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	85.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	85.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	85.1
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	84.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	83.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	83.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	83.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	83.0
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	82.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	81.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	81.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	81.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	81.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	80.1
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	80.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	79.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	78.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	78.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	78.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	78.6
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	78.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	78.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	78.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	78.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	78.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	78.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	77.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	77.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	77.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	77.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	77.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	77.3
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	77.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	77.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	76.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	76.5
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	76.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	76.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	76.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	76.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	76.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	76.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	75.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	75.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	75.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	75.1
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	75.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	75.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	75.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	74.7
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	74.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	74.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	74.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	74.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	73.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	73.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	73.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	73.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	73.5
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	73.5
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	73.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	73.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	72.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	72.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	72.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	72.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	72.3
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	72.3
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	72.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	72.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	72.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	71.3
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	71.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	71.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	71.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	70.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	70.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	70.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	70.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	70.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	70.1
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	70.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	70.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	70.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	69.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	69.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	69.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	69.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	69.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	69.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	69.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	69.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	69.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	69.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	69.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	68.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	68.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	68.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	68.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	68.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	68.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	68.3
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	68.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	67.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	67.9
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	67.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	67.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	67.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	67.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	67.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	67.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	67.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	67.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	67.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	67.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	67.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	67.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	67.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	67.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	67.0
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	66.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	66.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	66.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	66.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	66.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	66.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	66.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	66.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	66.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	65.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	65.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	65.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	65.6
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	65.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	65.4
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	65.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	65.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	65.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	64.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	64.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	64.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	64.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	64.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	64.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	64.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	64.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	64.1
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	64.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	63.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	63.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	63.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	63.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	63.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	63.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	63.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	63.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	63.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	63.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	63.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	63.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	62.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	62.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	62.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	62.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	62.6
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	62.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	62.4
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	62.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	61.9
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	61.8
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	61.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	61.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	61.5
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	61.4
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	61.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	61.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	61.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	60.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	60.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	60.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	60.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	60.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	60.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	60.7
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	60.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	60.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	60.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	60.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	60.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	60.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	60.4
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	60.4
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	60.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	60.3
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	60.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	60.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	60.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	60.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	60.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	59.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	59.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	59.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	59.7
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	59.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	59.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	59.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	59.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	59.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	59.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	59.4
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	59.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	59.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	59.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	59.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	58.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	58.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	58.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	58.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	58.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	58.7
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	58.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	58.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	58.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	58.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	58.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	58.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	58.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	58.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	58.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	58.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	58.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	57.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	57.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	57.7
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	57.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	57.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	57.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	57.2
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	56.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	56.6
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	56.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	56.5
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	56.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	56.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	56.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	56.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	56.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	56.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	55.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	55.9
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	55.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	55.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	55.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	55.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	55.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	55.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	55.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	55.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	55.2
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	55.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	54.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	54.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	54.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	54.4
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	54.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	54.4
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	54.3
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	54.3
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	54.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	54.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	54.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	54.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	54.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	54.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	54.1
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	54.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	54.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	54.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	53.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	53.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	53.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	53.6
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	53.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	53.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	53.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	53.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	53.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	53.1
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	53.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	53.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	53.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	52.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	52.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	52.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	52.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	52.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	52.7
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	52.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	52.6
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	52.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	52.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	52.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	52.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	52.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	52.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	52.2
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	52.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	52.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	51.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	51.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	51.7
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	51.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	51.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	51.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	51.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	51.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	51.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	51.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	51.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	51.1
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	50.9
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	50.9
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	50.9
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	50.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	50.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	50.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	50.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	50.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	50.3
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	50.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	50.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	49.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	49.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	49.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	49.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	49.6
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	49.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	49.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	49.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	49.3
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	49.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	49.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	49.1
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	48.9
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	48.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	48.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	48.7
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	48.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	48.4
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	48.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	48.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	48.1
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	48.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	47.7
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	47.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	47.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	47.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	47.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	47.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	47.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	47.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	47.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	46.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	46.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	46.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	46.5
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	46.5
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	46.3
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	46.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	46.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	46.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	46.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	45.6
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	45.6
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	45.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	45.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	44.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	44.6
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	44.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	44.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	44.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	43.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	43.8
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	43.8
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	43.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	43.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	43.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	43.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	42.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	42.7
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	42.5
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	42.3
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	42.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	42.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	41.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	41.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	41.6
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	41.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	41.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	41.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	40.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	40.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	39.8
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	39.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	39.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	39.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	39.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	39.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	39.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	38.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	38.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	38.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	38.4
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	38.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	38.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	38.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	38.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	38.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	38.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	38.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	37.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	37.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	36.8
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	36.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	35.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	35.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	35.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	35.2
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	35.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	34.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	34.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	34.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	34.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	33.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	33.5
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	33.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	33.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	32.7
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	32.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	32.6
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	32.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	32.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	32.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	32.0
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	31.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	31.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	31.9
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	31.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	31.2
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	31.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	31.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	31.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	30.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	30.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	30.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	29.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	29.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	29.1
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	28.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	27.8
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	27.2
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	27.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	26.3
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	26.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	25.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	25.7
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	25.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	25.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	25.3
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	23.5
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	22.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	22.8
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	22.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	22.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	22.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	21.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	21.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	21.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	20.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	19.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	19.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	19.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	17.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	16.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	11.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	11.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NFU1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 58.39

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

63.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	111.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	110.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	108.9
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	101.6
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	95.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	89.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	89.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	86.9
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	86.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	84.4
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	83.9
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	81.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	80.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	79.6
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	78.4
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	78.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	77.6
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	77.2
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	76.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	76.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	75.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	74.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	74.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	74.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	73.8
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	73.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	72.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	72.1
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	72.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	71.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	71.8
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	71.7
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	71.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	70.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	70.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	70.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	69.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	69.9
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	69.7
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	69.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	69.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	69.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	69.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	68.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	68.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	67.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	66.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	64.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	64.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	63.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	62.9
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	62.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	61.5
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	60.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	60.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	60.2
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	59.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	59.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	58.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	58.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	58.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	57.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	57.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	56.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	55.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	55.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	55.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	55.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	55.3
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	54.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	54.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	53.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	51.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	51.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	50.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	50.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	50.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	49.8
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	49.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	48.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	48.3
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	46.5
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	46.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	46.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	45.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	45.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	43.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	43.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	42.1
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	41.6
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	40.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	40.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	40.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	40.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	40.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	37.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	36.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	31.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	27.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	26.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NFU1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 54.76

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

47.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	103.6
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	103.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	94.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	91.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	90.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	89.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	88.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	88.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	84.3
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	80.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	78.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	77.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	77.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	76.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	75.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	75.1
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	75.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	73.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	73.7
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	73.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	72.6
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	72.4
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	70.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	70.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	70.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	70.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	69.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	69.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	69.2
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	68.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	68.6
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	68.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	67.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	67.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	67.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	66.6
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	66.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	66.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	66.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	65.7
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	65.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	65.4
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	64.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	64.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	63.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	63.9
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	63.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	62.7
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	62.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	62.2
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	61.7
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	61.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	61.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	60.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	60.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	60.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	60.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	59.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	59.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	59.5
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	59.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	59.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	59.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	59.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	58.9
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	58.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	58.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	58.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	58.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	57.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	57.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	57.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	57.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	57.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	57.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	57.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	56.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	56.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	55.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	55.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	55.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	55.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	55.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	55.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	55.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	54.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	54.5
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	54.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	54.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	54.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	54.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	54.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	54.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	54.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	53.8
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	53.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	53.6
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	53.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	53.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	53.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	53.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	52.9
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	52.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	52.1
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	52.0
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	51.7
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	51.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	51.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	50.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	50.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	50.6
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	50.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	50.4
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	50.3
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	50.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	50.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	49.5
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	49.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	49.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	49.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	49.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	49.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	48.8
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	48.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	48.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	48.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	48.6
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	48.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	48.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	48.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	48.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	48.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	47.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	47.8
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	47.7
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	47.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	47.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	47.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	47.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	47.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	47.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	47.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	47.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	47.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	47.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	47.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	46.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	46.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	46.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	46.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	46.1
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	45.9
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	45.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	45.7
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	45.7
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	45.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	45.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	45.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	45.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	44.8
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	44.6
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	44.6
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	44.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	44.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	44.3
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	44.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	44.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	44.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	43.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	43.6
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	43.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	43.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	43.5
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	43.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	43.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	43.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	42.8
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	42.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	42.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	42.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	42.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	42.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	42.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	41.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	41.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	41.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	41.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	41.1
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	40.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	40.9
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	40.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	40.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	40.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	40.1
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	39.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	39.8
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	39.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	39.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	39.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	39.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	38.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	38.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	38.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	38.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	37.9
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	37.7
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	37.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	37.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	37.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	37.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	37.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	37.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	36.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	36.6
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	36.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	36.4
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	36.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	36.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	35.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	35.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	34.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	34.8
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	34.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	34.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	34.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	34.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	33.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	33.6
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	33.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	33.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	33.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	32.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	32.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	31.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	31.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	31.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	30.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	30.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	30.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	30.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	30.6
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	29.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	29.8
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	28.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	28.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	28.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	28.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	28.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	28.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	27.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	27.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	27.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	26.7
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	26.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	26.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	25.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	25.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	25.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	25.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	24.9
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	24.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	23.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	23.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	23.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	22.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	20.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	19.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	18.9
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	18.7
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	17.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	17.4
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	17.4
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	17.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	15.5
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	13.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	13.2
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	12.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	8.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	7.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	3.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0002270011	Tumor	1.3
CPT0009080003	Normal	0.9
CPT0009060003	Tumor	0.9
CPT0012670003	Tumor	0.8
CPT0078800003	Tumor	0.8
CPT0025060001	Normal	0.8
CPT0079000001	Normal	0.8
CPT0012770003	Normal	0.8
CPT0078660003	Tumor	0.7
CPT0078530001	Normal	0.7
CPT0065450001	Normal	0.6
CPT0001500009	Tumor	0.6
CPT0088780001	Normal	0.6
CPT0092310003	Normal	0.6
CPT0081620001	Normal	0.6
CPT0001350001	Normal	0.6
CPT0020130001	Normal	0.6
CPT0012570003	Normal	0.6
CPT0078670001	Normal	0.6
CPT0082010001	Normal	0.6
CPT0024680001	Normal	0.5
CPT0088920001	Normal	0.5
CPT0092740003	Normal	0.5
CPT0012640003	Normal	0.5
CPT0066430001	Normal	0.5
CPT0079430001	Normal	0.5
CPT0086890003	Normal	0.5
CPT0018250001	Normal	0.5
CPT0000790001	Normal	0.5
CPT0014130001	Normal	0.5
CPT0077140001	Normal	0.5
CPT0020020001	Normal	0.5
CPT0013790003	Normal	0.5
CPT0069010001	Normal	0.5
CPT0017450001	Normal	0.5
CPT0092800003	Normal	0.5
CPT0089480003	Normal	0.5
CPT0012090003	Normal	0.4
CPT0009020003	Normal	0.4
CPT0088500001	Normal	0.4
CPT0007470001	Normal	0.4
CPT0014350001	Normal	0.4
CPT0088640003	Normal	0.4
CPT0001230001	Normal	0.4
CPT0007320003	Tumor	0.4
CPT0002370001	Normal	0.4
CPT0088690003	Tumor	0.4
CPT0023710001	Normal	0.4
CPT0006950001	Normal	0.4
CPT0078940001	Normal	0.4
CPT0023360001	Normal	0.4
CPT0025610001	Normal	0.4
CPT0076350001	Normal	0.4
CPT0024670003	Tumor	0.4
CPT0078840001	Normal	0.4
CPT0026420001	Normal	0.3
CPT0010170001	Normal	0.3
CPT0001510001	Normal	0.3
CPT0006730001	Normal	0.3
CPT0025920001	Normal	0.3
CPT0077500001	Normal	0.3
CPT0012290003	Normal	0.3
CPT0007870001	Normal	0.3
CPT0064400001	Normal	0.3
CPT0063330001	Normal	0.3
CPT0001550001	Normal	0.3
CPT0088710001	Normal	0.3
CPT0087050003	Normal	0.3
CPT0000660001	Normal	0.3
CPT0006530001	Normal	0.3
CPT0069190001	Normal	0.3
CPT0015730003	Tumor	0.3
CPT0086830003	Normal	0.3
CPT0086970003	Normal	0.2
CPT0089040001	Normal	0.2
CPT0063640001	Normal	0.2
CPT0012550003	Tumor	0.2
CPT0012900004	Tumor	0.2
CPT0020120003	Tumor	0.2
CPT0066520001	Normal	0.2
CPT0012920003	Normal	0.2
CPT0086870003	Tumor	0.2
CPT0000890001	Normal	0.2
CPT0086370003	Normal	0.1
CPT0001190001	Normal	0.1
CPT0079410003	Tumor	0.1
CPT0019160001	Normal	0.1
CPT0092290003	Tumor	0.1
CPT0086820003	Tumor	0.1
CPT0075570001	Normal	0.1
CPT0014470001	Normal	0.1
CPT0064370003	Tumor	0.1
CPT0065820001	Normal	0.1
CPT0089460004	Tumor	0.1
CPT0086950003	Tumor	0.1
CPT0088570001	Normal	0.0
CPT0065810003	Tumor	0.0
CPT0078510003	Tumor	0.0
CPT0023350003	Tumor	0.0
CPT0009000003	Tumor	0.0
CPT0088970003	Tumor	0.0
CPT0010120001	Normal	0.0
CPT0065690003	Tumor	-0.1
CPT0007860003	Tumor	-0.1
CPT0000780007	Tumor	-0.1
CPT0077310003	Tumor	-0.1
CPT0079180003	Tumor	-0.1
CPT0086360003	Tumor	-0.1
CPT0079300001	Normal	-0.1
CPT0017410003	Tumor	-0.1
CPT0006440003	Tumor	-0.2
CPT0075170001	Normal	-0.2
CPT0025880003	Tumor	-0.2
CPT0001540009	Tumor	-0.2
CPT0001270001	Normal	-0.2
CPT0010110003	Tumor	-0.2
CPT0025170003	Tumor	-0.2
CPT0065430003	Tumor	-0.2
CPT0026410003	Tumor	-0.2
CPT0081880003	Tumor	-0.2
CPT0012280003	Tumor	-0.2
CPT0065930003	Tumor	-0.2
CPT0063320003	Tumor	-0.2
CPT0079510001	Normal	-0.2
CPT0088900003	Tumor	-0.2
CPT0001260009	Tumor	-0.3
CPT0014160003	Tumor	-0.3
CPT0081600003	Tumor	-0.3
CPT0025050003	Tumor	-0.3
CPT0092790003	Tumor	-0.3
CPT0065750003	Tumor	-0.3
CPT0078830003	Tumor	-0.3
CPT0075130003	Tumor	-0.3
CPT0019990003	Tumor	-0.3
CPT0012180003	Tumor	-0.3
CPT0002350011	Tumor	-0.3
CPT0087040003	Tumor	-0.4
CPT0000640003	Tumor	-0.4
CPT0079480003	Tumor	-0.4
CPT0071150004	Tumor	-0.4
CPT0075560003	Tumor	-0.4
CPT0012370003	Tumor	-0.4
CPT0084560003	Tumor	-0.4
CPT0092160003	Tumor	-0.4
CPT0000870016	Tumor	-0.4
CPT0025290003	Tumor	-0.4
CPT0014370004	Tumor	-0.4
CPT0076330003	Tumor	-0.4
CPT0015910003	Tumor	-0.5
CPT0084590001	Normal	-0.5
CPT0088480003	Tumor	-0.5
CPT0001180009	Tumor	-0.5
CPT0010160003	Tumor	-0.5
CPT0069000003	Tumor	-0.5
CPT0006630003	Tumor	-0.5
CPT0025110003	Tumor	-0.5
CPT0006900003	Tumor	-0.5
CPT0085670003	Tumor	-0.5
CPT0089020003	Tumor	-0.5
CPT0011240003	Tumor	-0.5
CPT0081990003	Tumor	-0.5
CPT0025350003	Tumor	-0.5
CPT0078930003	Tumor	-0.5
CPT0088630003	Tumor	-0.5
CPT0001220008	Tumor	-0.5
CPT0066480003	Tumor	-0.6
CPT0011410003	Tumor	-0.6
CPT0075720003	Tumor	-0.6
CPT0023690003	Tumor	-0.6
CPT0065870003	Tumor	-0.6
CPT0077490003	Tumor	-0.6
CPT0086030003	Tumor	-0.6
CPT0015810003	Tumor	-0.6
CPT0077110003	Tumor	-0.6
CPT0014450004	Tumor	-0.6
CPT0092190003	Normal	-0.6
CPT0069160003	Tumor	-0.6
CPT0066470004	Tumor	-0.7
CPT0001340003	Tumor	-0.7
CPT0078990003	Tumor	-0.7
CPT0012080003	Tumor	-0.7
CPT0079270003	Tumor	-0.7
CPT0088550004	Tumor	-0.7
CPT0025230003	Tumor	-0.7
CPT0092730003	Tumor	-0.7
CPT0077320001	Normal	-0.7
CPT0019130003	Tumor	-0.7
CPT0021240003	Tumor	-0.7
CPT0017850003	Tumor	-0.8
CPT0063630003	Tumor	-0.8
CPT0079230003	Tumor	-0.8
CPT0025580004	Tumor	-0.9
CPT0088760003	Tumor	-0.9
CPT0079380003	Tumor	-1.0
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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 HPA035826
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