Expression of NARF 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

NARF is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.01

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

9.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	44.2
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	34.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	28.7
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	25.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	24.4
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	22.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	18.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	17.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	16.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	15.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	14.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	13.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	13.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	12.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	11.4
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	11.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	9.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	9.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	8.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	8.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	8.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	8.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	8.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	7.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	7.7
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	7.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	7.3
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	7.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	6.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	6.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	6.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	6.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	6.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	6.3
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	6.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	5.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	5.7
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	5.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	5.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	5.3
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	5.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	5.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	4.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	4.9
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	4.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	4.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	4.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	4.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.9
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	3.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	3.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	3.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	3.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.6
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	2.9
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	2.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	2.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	2.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	2.6
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	2.5
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	2.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	2.1
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NARF is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.85

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

9.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	28.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	24.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	22.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	20.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	20.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	19.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	19.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	19.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	19.3
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	19.0
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	18.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	18.7
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	18.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	18.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	18.1
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	17.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	17.7
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	17.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	17.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	17.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	17.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	17.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	17.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	16.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	16.8
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	16.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	16.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	16.5
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	16.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	16.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	16.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	16.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	16.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	16.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	16.2
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	16.2
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	15.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	15.8
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	15.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	15.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	15.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	15.4
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	15.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	15.3
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	15.2
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	15.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	15.0
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	15.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	15.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	14.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	14.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	14.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	14.9
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	14.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	14.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	14.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	14.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	14.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	14.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	14.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	14.6
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	14.4
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	14.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	14.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	14.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	14.1
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	14.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	13.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	13.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	13.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	13.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	13.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	13.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	13.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	13.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	13.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	13.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	13.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	13.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	13.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	13.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	13.7
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	13.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	13.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	13.6
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	13.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	13.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	13.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	13.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	13.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	13.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	13.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	13.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	13.3
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	13.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	13.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	13.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	13.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	13.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	13.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	13.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	13.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	13.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	13.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	13.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	12.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	12.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	12.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	12.8
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	12.7
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	12.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	12.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	12.6
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	12.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	12.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	12.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	12.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	12.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	12.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	12.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	12.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	12.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	12.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	12.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	12.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	12.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	12.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	12.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	12.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	12.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	12.1
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	12.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	12.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	12.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	12.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	12.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	12.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	11.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	11.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	11.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	11.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	11.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	11.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	11.7
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	11.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	11.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	11.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	11.6
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	11.6
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	11.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	11.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	11.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	11.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	11.5
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	11.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	11.5
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	11.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	11.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	11.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	11.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	11.4
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	11.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	11.3
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	11.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	11.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	11.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	11.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	11.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	11.2
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	11.1
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	11.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	11.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	11.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	11.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	11.1
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	11.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	11.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	11.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	11.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	11.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	11.0
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	10.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	10.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	10.9
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	10.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	10.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	10.9
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	10.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	10.8
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	10.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	10.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	10.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	10.8
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	10.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	10.7
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	10.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	10.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	10.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	10.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	10.6
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	10.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	10.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	10.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	10.6
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	10.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	10.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	10.6
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	10.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	10.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	10.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	10.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	10.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	10.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	10.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	10.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	10.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	10.4
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	10.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	10.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	10.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	10.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	10.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	10.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	10.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	10.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	10.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	10.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	10.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	10.2
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	10.2
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	10.1
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.1
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	10.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	10.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	10.1
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	10.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	10.1
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	10.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	10.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	10.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	10.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	10.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	10.0
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	10.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	10.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	9.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	9.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	9.9
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	9.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	9.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	9.8
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	9.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	9.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	9.7
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	9.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	9.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	9.7
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	9.7
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	9.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	9.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	9.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	9.7
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	9.6
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	9.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	9.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	9.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	9.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	9.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	9.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	9.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	9.5
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	9.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	9.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	9.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	9.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	9.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	9.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	9.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	9.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	9.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	9.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	9.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	9.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	9.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	9.2
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	9.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	9.2
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	9.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	9.1
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	9.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	9.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	9.1
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	9.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	9.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	9.0
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	9.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	9.0
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	9.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	9.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	9.0
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	9.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	9.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	8.9
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	8.9
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	8.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	8.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	8.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	8.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	8.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	8.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	8.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	8.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	8.8
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	8.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	8.7
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	8.7
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	8.7
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	8.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	8.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	8.6
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	8.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	8.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	8.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	8.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	8.5
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	8.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	8.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	8.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	8.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	8.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	8.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	8.4
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	8.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	8.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	8.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	8.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	8.2
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	8.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	8.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	8.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	8.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	8.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	8.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	8.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	8.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	8.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	8.0
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	8.0
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	8.0
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	8.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	7.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	7.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	7.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	7.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	7.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	7.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	7.8
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	7.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	7.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	7.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	7.7
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	7.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	7.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	7.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	7.6
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	7.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	7.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	7.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	7.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	7.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	7.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	7.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	7.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	7.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	7.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	7.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	7.4
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	7.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	7.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	7.4
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	7.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	7.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	7.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	7.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	7.3
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	7.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	7.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	7.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	7.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	7.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	7.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	7.1
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	7.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	7.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	7.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	7.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	7.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	7.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	7.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	7.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	7.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	7.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	7.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	6.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	6.9
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	6.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	6.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	6.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	6.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	6.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	6.7
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	6.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	6.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	6.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	6.6
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.6
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	6.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	6.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	6.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	6.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	6.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	6.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	6.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	6.5
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	6.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	6.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	6.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	6.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.4
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	6.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	6.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	6.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	6.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	6.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	6.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	6.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	6.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	6.1
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	6.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	6.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	6.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	6.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	6.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	6.0
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	6.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	5.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	5.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	5.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	5.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	5.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	5.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	5.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	5.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	5.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	5.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	5.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	5.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	5.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	5.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	5.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	5.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	5.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	5.4
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	5.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	5.4
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	5.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	5.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	5.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	5.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	5.2
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	5.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	5.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	5.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	5.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	5.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	5.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	5.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	5.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	5.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	5.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	5.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	4.9
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	4.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	4.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	4.7
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.7
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	4.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	4.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	4.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	4.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	4.6
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	4.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	4.5
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	4.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	4.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.4
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	4.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	4.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	4.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	3.9
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	3.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	3.7
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	3.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	3.4
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	3.1
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	2.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	2.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	2.0
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	1.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.42

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

13.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	21.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	21.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	20.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	20.3
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	20.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	20.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	19.9
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	19.7
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	19.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	18.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	18.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	18.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	18.4
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	18.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	18.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	17.1
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	17.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	16.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	16.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	16.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	16.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	16.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	15.9
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	15.9
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	15.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	15.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	15.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	15.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	15.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	15.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	15.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	15.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	14.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	14.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	14.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	14.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	14.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	14.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	14.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	14.2
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	14.1
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	14.1
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	14.0
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	13.9
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	13.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	13.8
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	13.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	13.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	13.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	13.2
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	13.1
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	13.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	12.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	12.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	12.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	12.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	12.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	12.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	12.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	12.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	12.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	12.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	12.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	12.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	12.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	12.2
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	12.2
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	12.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	12.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	12.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	11.9
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	11.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	11.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	11.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	11.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	11.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	11.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	11.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	11.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	11.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	10.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	10.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	10.6
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	10.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	10.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	10.5
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	10.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	9.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	9.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	9.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	9.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	9.0
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	8.1
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	7.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	6.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	6.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	5.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	4.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	3.9
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.03

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

18.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	153.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	95.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	78.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	67.5
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	66.8
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	61.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	59.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	53.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	51.4
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	49.8
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	49.6
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	48.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	48.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	45.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	45.2
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	44.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	42.8
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	42.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	42.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	40.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	39.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	38.1
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	35.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	34.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	34.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	33.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	33.6
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	32.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	31.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	30.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	30.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	30.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	30.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	29.6
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	29.4
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	29.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	29.1
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	29.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	28.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	28.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	28.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	28.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	28.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	27.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	27.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	27.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	27.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	27.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	27.2
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	27.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	26.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	25.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	25.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	25.3
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	25.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	24.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	24.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	24.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	24.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	24.1
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	23.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	23.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	23.7
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	23.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	23.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	23.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	22.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	22.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	22.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	22.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	22.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	22.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	21.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	21.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	21.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	21.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	21.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	21.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	20.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	20.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	20.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	20.2
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	19.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	19.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	19.7
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	19.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	19.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	19.3
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	19.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	19.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	19.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	19.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	18.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	18.8
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	18.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	18.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	18.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	18.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	18.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	18.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	18.0
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	18.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	17.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	17.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	17.7
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	17.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	17.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	17.7
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	17.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	17.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	17.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	17.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	17.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	17.4
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	17.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	17.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	17.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	17.1
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	17.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	17.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	17.0
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	16.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	16.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	16.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	16.8
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	16.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	16.4
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	16.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	16.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	15.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	15.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	15.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	15.6
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	15.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	15.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	15.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	15.4
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	15.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	15.3
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	15.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	14.9
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	14.8
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	14.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	14.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	14.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	14.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	14.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	14.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	14.2
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	14.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	14.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	14.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	13.9
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	13.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	13.9
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	13.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	13.8
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	13.8
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	13.8
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	13.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	13.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	13.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	13.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	13.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	13.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	13.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	13.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	13.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	12.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	12.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	12.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	12.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	12.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	12.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	12.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	12.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	12.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	12.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	12.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	12.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	12.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	12.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	12.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	12.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	12.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	12.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	12.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	12.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	12.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	11.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	11.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	11.9
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	11.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	11.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	11.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	11.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	11.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	11.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	11.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	11.2
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	11.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	11.1
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	11.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	10.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	10.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	10.8
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	10.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	10.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	10.3
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	10.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	10.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	10.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	10.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	9.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	9.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	9.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	9.5
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	9.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	9.5
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	9.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	9.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	9.1
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	9.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	9.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	9.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	9.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	8.8
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	8.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	8.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	8.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	8.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	8.5
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	8.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	8.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	8.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	8.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	8.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	8.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	8.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	8.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	7.9
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	7.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	7.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	7.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	7.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	7.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	7.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	7.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	7.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	7.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	7.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	7.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	6.9
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	6.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	6.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	6.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	6.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	6.2
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	6.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	6.1
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	5.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	5.6
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	5.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	5.3
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	5.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	4.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	4.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	4.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	4.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	4.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	4.2
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	4.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	4.1
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	4.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	3.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	2.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	1.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Pending cancer tissue analysis