Expression of NEO1 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

NEO1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.74

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

14.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	77.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	37.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	35.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	27.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	26.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	23.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	22.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	22.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	22.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	22.2
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	21.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	20.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	20.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	20.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	19.5
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	18.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	17.6
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	17.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	16.1
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	16.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	15.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	15.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	15.4
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	15.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	14.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	14.5
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	14.3
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	14.1
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	13.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	12.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	12.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	11.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	11.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	10.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	10.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	10.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	9.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	9.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	9.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	9.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	9.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	9.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	8.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	8.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	8.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	7.9
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	7.6
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	7.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	7.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	7.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	7.3
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	6.9
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	6.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	5.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	5.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	5.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	5.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	5.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	4.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	4.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	4.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	4.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	2.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NEO1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.87

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

18.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	93.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	72.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	61.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	57.1
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	56.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	55.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	55.1
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	46.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	45.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	44.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	43.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	43.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	43.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	42.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	42.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	40.8
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	40.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	40.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	39.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	39.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	38.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	37.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	37.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	36.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	36.6
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	36.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	36.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	36.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	35.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	35.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	35.0
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	34.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	34.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	34.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	34.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	33.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	33.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	33.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	33.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	33.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	33.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	33.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	33.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	32.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	32.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	32.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	32.0
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	31.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	31.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	31.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	31.6
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	31.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	31.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	31.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	31.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	30.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	30.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	30.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	30.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	30.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	30.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	29.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	29.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	29.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	29.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	29.1
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	29.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	29.0
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	29.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	28.9
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	28.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	28.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	28.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	28.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	28.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	28.4
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	28.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	28.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	28.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	27.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	27.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	27.9
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	27.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	27.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	27.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	27.5
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	27.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	27.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	27.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	27.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	27.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	27.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	27.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	27.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	27.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	26.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	26.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	26.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	26.7
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	26.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	26.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	26.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	26.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	26.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	26.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	26.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	26.1
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	26.0
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	25.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	25.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	25.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	25.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	25.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	25.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	25.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	25.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	25.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	24.8
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	24.8
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	24.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	24.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	24.8
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	24.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	24.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	24.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	24.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	24.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	24.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	24.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	24.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	24.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	24.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	24.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	23.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	23.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	23.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	23.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	23.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	23.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	23.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	23.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	23.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	23.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	23.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	23.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	23.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	23.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	23.0
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	23.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	22.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	22.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	22.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	22.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	22.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	22.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	22.7
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	22.6
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	22.6
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	22.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	22.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	22.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	22.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	22.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	22.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	21.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	21.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	21.8
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	21.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	21.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	21.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	21.6
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	21.5
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	21.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	21.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	21.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	21.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	21.0
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	21.0
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	21.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	20.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	20.9
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	20.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	20.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	20.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	20.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	20.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	20.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	20.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	20.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	20.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	20.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	20.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	20.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	20.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	20.1
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	20.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	20.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	20.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	20.0
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	19.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	19.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	19.8
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	19.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	19.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	19.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	19.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	19.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	19.7
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	19.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	19.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	19.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	19.6
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	19.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	19.4
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	19.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	19.4
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	19.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	19.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	19.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	19.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	19.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	19.1
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	19.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	19.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	19.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	18.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	18.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	18.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	18.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	18.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	18.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	18.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	18.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	18.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	18.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	18.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	18.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	18.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	18.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	18.1
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	18.0
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	18.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	18.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	18.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	17.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	17.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	17.9
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	17.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	17.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	17.6
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	17.6
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	17.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	17.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	17.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	17.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	17.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	17.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	17.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	17.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	17.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	17.2
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	17.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	17.2
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	17.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	17.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	17.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	17.1
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	17.0
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	17.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	16.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	16.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	16.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	16.8
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	16.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	16.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	16.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	16.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	16.6
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	16.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	16.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	16.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	16.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	16.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	16.3
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	16.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	16.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	16.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	16.1
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	16.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	16.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	16.0
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	15.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	15.9
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	15.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	15.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	15.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	15.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	15.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	15.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	15.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	15.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	15.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	15.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	15.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	15.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	14.9
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	14.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	14.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	14.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	14.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	14.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	14.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	14.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	14.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	14.6
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	14.6
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	14.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	14.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	14.3
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	14.3
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	14.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	14.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	14.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	14.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	13.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	13.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	13.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	13.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	13.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	13.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	13.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	13.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	13.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	13.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	13.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	13.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	13.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	13.4
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	13.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	13.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	13.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	13.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	13.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	13.0
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	13.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	12.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	12.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	12.6
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	12.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	12.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	12.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	12.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	12.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	12.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	12.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	12.4
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	12.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	12.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	12.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	12.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	12.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	12.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	12.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	12.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	12.1
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	12.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	12.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	12.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	12.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	12.0
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	12.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	12.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	12.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	11.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	11.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	11.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	11.8
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	11.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	11.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	11.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	11.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	11.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	11.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	11.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	11.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	11.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	11.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	11.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	11.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	11.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	11.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	11.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	10.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	10.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	10.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	10.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	10.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	10.6
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	10.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	10.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	10.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	10.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	10.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	10.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	10.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	10.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	10.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	10.1
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	10.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	10.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	10.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	9.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	9.8
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	9.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	9.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	9.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	9.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	9.5
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	9.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	9.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	9.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	9.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	9.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	9.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	9.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	9.1
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	9.1
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	9.0
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	9.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	8.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	8.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	8.9
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	8.8
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	8.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	8.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	8.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	8.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	8.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	8.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	8.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	8.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	8.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	8.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	8.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	8.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	7.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	7.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	7.9
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	7.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	7.7
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	7.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	7.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	7.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	7.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	7.5
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	7.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	7.3
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	7.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	7.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	7.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	7.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	7.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	7.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	6.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	6.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	6.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	6.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	6.7
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	6.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	6.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	6.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	6.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	6.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	6.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	6.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	6.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	6.2
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	6.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	6.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	6.0
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	6.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	5.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	5.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	5.8
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	5.7
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	5.7
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	5.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	5.4
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	5.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	5.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	5.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	5.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	5.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	5.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	4.9
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	4.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	4.6
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	4.4
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	4.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	4.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	3.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	3.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	3.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	3.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.0
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	2.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	2.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NEO1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.05

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

21.8

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	105.4
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	54.7
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	42.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	40.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	38.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	37.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	34.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	33.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	31.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	31.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	31.4
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	31.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	31.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	31.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	30.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	30.4
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	30.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	29.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	28.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	28.8
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	28.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	28.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	28.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	27.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	27.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	26.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	26.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	26.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	25.8
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	25.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	25.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	25.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	25.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	24.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	24.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	23.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	23.7
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	23.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	23.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	23.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	23.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	23.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	23.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	22.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	22.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	21.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	21.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	21.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	21.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	21.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	20.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	20.8
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	20.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	20.2
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	20.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	20.1
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	19.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	19.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	19.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	18.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	18.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	18.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	18.6
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	18.6
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	18.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	18.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	17.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	17.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	17.0
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	15.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	14.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	14.1
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	13.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	13.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	13.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	13.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	13.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	13.0
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	12.9
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	12.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	12.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	12.7
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	12.5
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	12.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	11.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	11.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	11.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	11.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	11.2
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	10.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	10.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	9.7
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	8.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	8.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	5.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	5.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	5.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	4.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	3.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	3.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NEO1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.48

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

17.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	64.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	59.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	56.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	55.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	51.6
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	50.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	46.9
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	45.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	43.6
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	41.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	38.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	38.2
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	37.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	37.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	36.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	36.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	36.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	35.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	35.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	35.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	34.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	34.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	34.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	34.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	33.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	32.2
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	31.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	31.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	31.1
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	31.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	30.7
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	30.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	29.7
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	29.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	29.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	29.2
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	29.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	28.8
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	28.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	28.3
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	27.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	27.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	27.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	27.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	27.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	27.0
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	26.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	26.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	26.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	26.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	26.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	25.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	25.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	25.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	25.6
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	25.4
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	25.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	24.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	23.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	22.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	22.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	22.8
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	22.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	22.7
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	22.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	22.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	22.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	22.1
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	21.8
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	20.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	20.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	20.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	20.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	20.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	20.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	20.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	19.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	19.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	19.6
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	19.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	19.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	19.5
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	19.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	19.1
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	19.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	19.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	18.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	18.9
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	18.9
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	18.8
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	18.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	18.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	18.4
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	18.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	18.1
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	18.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	18.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	17.8
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	17.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	17.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	17.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	17.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	17.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	17.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	17.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	17.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	17.4
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	17.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	17.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	17.1
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	17.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	16.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	16.8
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	16.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	16.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	16.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	16.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	16.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	16.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	16.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	16.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	16.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	16.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	16.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	16.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	16.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	16.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	15.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	15.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	15.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	15.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	15.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	15.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	15.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	15.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	15.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	15.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	14.9
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	14.8
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	14.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	14.6
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	14.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	14.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	14.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	14.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	14.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	14.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	14.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	14.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	14.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	14.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	14.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	14.1
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	14.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	14.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	14.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	14.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	14.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	13.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	13.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	13.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	13.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	13.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	13.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	13.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	13.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	13.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	13.1
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	13.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	12.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	12.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	12.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	12.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	12.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	12.8
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	12.8
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	12.5
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	12.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	12.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	12.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	12.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	12.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	12.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	12.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	12.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	12.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	11.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	11.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	11.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	11.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	11.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	11.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	11.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	11.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	11.1
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	11.0
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	11.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	10.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	10.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	10.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	10.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	10.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	10.6
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	10.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	10.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	10.4
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	10.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	10.4
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	10.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	10.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	10.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	10.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	10.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	10.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	10.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	10.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	10.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	9.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	9.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	9.8
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	9.7
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	9.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.7
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	9.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	9.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	9.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	9.1
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	9.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	9.0
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	9.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	8.9
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	8.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	8.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	8.8
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	8.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	8.7
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	8.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	8.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	8.4
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	8.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	8.3
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	8.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	8.2
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	8.1
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	8.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	8.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	8.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	7.9
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	7.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	7.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	7.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	7.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	7.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	7.4
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	7.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	7.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	7.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	7.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	6.9
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	6.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	6.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	6.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	6.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	6.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	6.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	5.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	5.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	5.8
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	5.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	5.1
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	4.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	4.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	4.3
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	4.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	3.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.4
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	2.9
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0015730003	Tumor	0.8
CPT0084560003	Tumor	0.6
CPT0012640003	Normal	0.6
CPT0014350001	Normal	0.6
CPT0085670003	Tumor	0.5
CPT0023710001	Normal	0.5
CPT0063630003	Tumor	0.5
CPT0082010001	Normal	0.5
CPT0009060003	Tumor	0.4
CPT0069010001	Normal	0.4
CPT0081990003	Tumor	0.4
CPT0012770003	Normal	0.4
CPT0014370004	Tumor	0.4
CPT0092740003	Normal	0.4
CPT0012090003	Normal	0.4
CPT0001230001	Normal	0.3
CPT0020020001	Normal	0.3
CPT0077320001	Normal	0.3
CPT0006950001	Normal	0.3
CPT0007860003	Tumor	0.3
CPT0010160003	Tumor	0.3
CPT0079300001	Normal	0.3
CPT0025920001	Normal	0.3
CPT0076350001	Normal	0.3
CPT0069190001	Normal	0.3
CPT0001510001	Normal	0.3
CPT0006900003	Tumor	0.3
CPT0012570003	Normal	0.3
CPT0020130001	Normal	0.3
CPT0009020003	Normal	0.3
CPT0012670003	Tumor	0.3
CPT0089460004	Tumor	0.2
CPT0077500001	Normal	0.2
CPT0009000003	Tumor	0.2
CPT0001350001	Normal	0.2
CPT0019160001	Normal	0.2
CPT0066430001	Normal	0.2
CPT0000640003	Tumor	0.2
CPT0089480003	Normal	0.2
CPT0001500009	Tumor	0.2
CPT0009080003	Normal	0.2
CPT0066480003	Tumor	0.2
CPT0087040003	Tumor	0.2
CPT0079000001	Normal	0.2
CPT0065450001	Normal	0.2
CPT0077490003	Tumor	0.2
CPT0010170001	Normal	0.2
CPT0026420001	Normal	0.2
CPT0025060001	Normal	0.2
CPT0011240003	Tumor	0.2
CPT0025170003	Tumor	0.2
CPT0088710001	Normal	0.2
CPT0077140001	Normal	0.2
CPT0012290003	Normal	0.2
CPT0086030003	Tumor	0.2
CPT0000790001	Normal	0.2
CPT0000890001	Normal	0.2
CPT0089020003	Tumor	0.2
CPT0064370003	Tumor	0.2
CPT0007470001	Normal	0.2
CPT0092310003	Normal	0.2
CPT0076330003	Tumor	0.2
CPT0015910003	Tumor	0.2
CPT0018250001	Normal	0.2
CPT0013790003	Normal	0.2
CPT0088780001	Normal	0.1
CPT0063320003	Tumor	0.1
CPT0075170001	Normal	0.1
CPT0000660001	Normal	0.1
CPT0066520001	Normal	0.1
CPT0078530001	Normal	0.1
CPT0001190001	Normal	0.1
CPT0075570001	Normal	0.1
CPT0002270011	Tumor	0.1
CPT0024680001	Normal	0.1
CPT0081620001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0079510001	Normal	0.1
CPT0065750003	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0077310003	Tumor	0.1
CPT0019990003	Tumor	0.1
CPT0069000003	Tumor	0.1
CPT0063330001	Normal	0.1
CPT0089040001	Normal	0.1
CPT0011410003	Tumor	0.1
CPT0088640003	Normal	0.1
CPT0014130001	Normal	0.1
CPT0075560003	Tumor	0.1
CPT0023690003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0000780007	Tumor	0.1
CPT0017450001	Normal	0.1
CPT0064400001	Normal	0.1
CPT0025610001	Normal	0.1
CPT0078930003	Tumor	0.0
CPT0086360003	Tumor	0.0
CPT0023360001	Normal	0.0
CPT0006730001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0071150004	Tumor	0.0
CPT0012280003	Tumor	0.0
CPT0000870016	Tumor	0.0
CPT0001550001	Normal	0.0
CPT0088630003	Tumor	0.0
CPT0019130003	Tumor	0.0
CPT0088500001	Normal	0.0
CPT0063640001	Normal	0.0
CPT0012080003	Tumor	0.0
CPT0078990003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0006630003	Tumor	0.0
CPT0026410003	Tumor	0.0
CPT0017850003	Tumor	0.0
CPT0079380003	Tumor	0.0
CPT0078670001	Normal	0.0
CPT0021240003	Tumor	0.0
CPT0065690003	Tumor	0.0
CPT0086890003	Normal	0.0
CPT0092160003	Tumor	0.0
CPT0006440003	Tumor	0.0
CPT0075720003	Tumor	0.0
CPT0088760003	Tumor	0.0
CPT0084590001	Normal	0.0
CPT0012900004	Tumor	-0.1
CPT0078840001	Normal	-0.1
CPT0088570001	Normal	-0.1
CPT0002370001	Normal	-0.1
CPT0025050003	Tumor	-0.1
CPT0092790003	Tumor	-0.1
CPT0088920001	Normal	-0.1
CPT0065810003	Tumor	-0.1
CPT0025350003	Tumor	-0.1
CPT0001270001	Normal	-0.1
CPT0092730003	Tumor	-0.1
CPT0006530001	Normal	-0.1
CPT0010110003	Tumor	-0.1
CPT0087050003	Normal	-0.1
CPT0078510003	Tumor	-0.1
CPT0088480003	Tumor	-0.1
CPT0079230003	Tumor	-0.1
CPT0012180003	Tumor	-0.1
CPT0007320003	Tumor	-0.1
CPT0065870003	Tumor	-0.1
CPT0020120003	Tumor	-0.1
CPT0086870003	Tumor	-0.1
CPT0065430003	Tumor	-0.2
CPT0078940001	Normal	-0.2
CPT0069160003	Tumor	-0.2
CPT0079410003	Tumor	-0.2
CPT0025230003	Tumor	-0.2
CPT0015810003	Tumor	-0.2
CPT0014450004	Tumor	-0.2
CPT0088900003	Tumor	-0.2
CPT0065820001	Normal	-0.2
CPT0078800003	Tumor	-0.2
CPT0079430001	Normal	-0.2
CPT0079270003	Tumor	-0.2
CPT0025290003	Tumor	-0.2
CPT0066470004	Tumor	-0.2
CPT0081600003	Tumor	-0.2
CPT0025880003	Tumor	-0.2
CPT0086830003	Normal	-0.2
CPT0086370003	Normal	-0.2
CPT0012370003	Tumor	-0.2
CPT0001220008	Tumor	-0.2
CPT0092190003	Normal	-0.3
CPT0065930003	Tumor	-0.3
CPT0017410003	Tumor	-0.3
CPT0007870001	Normal	-0.3
CPT0001260009	Tumor	-0.3
CPT0010120001	Normal	-0.3
CPT0079180003	Tumor	-0.3
CPT0014160003	Tumor	-0.3
CPT0092290003	Tumor	-0.3
CPT0077110003	Tumor	-0.3
CPT0014470001	Normal	-0.4
CPT0025110003	Tumor	-0.4
CPT0075130003	Tumor	-0.4
CPT0001540009	Tumor	-0.4
CPT0088550004	Tumor	-0.4
CPT0081880003	Tumor	-0.4
CPT0012550003	Tumor	-0.5
CPT0086950003	Tumor	-0.5
CPT0088690003	Tumor	-0.5
CPT0078830003	Tumor	-0.5
CPT0078660003	Tumor	-0.6
CPT0086820003	Tumor	-0.7
CPT0024670003	Tumor	-0.7
CPT0002350011	Tumor	-0.7
CPT0088970003	Tumor	-0.7
CPT0001180009	Tumor	-0.7
CPT0023350003	Tumor	-0.9
CPT0001340003	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 HPA027804	Antibody HPA027805	Antibody HPA027806	Antibody CAB009320
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