Expression of SLC35F6 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

SLC35F6 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.51

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

21.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	62.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	54.8
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	50.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	47.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	47.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	43.9
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	39.7
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	37.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	37.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	35.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	34.5
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	34.4
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	34.3
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	32.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	32.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	31.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	30.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	28.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	26.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	26.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	25.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	23.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	23.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	23.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	20.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	20.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	19.7
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	19.3
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	19.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	19.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	18.9
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	17.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	17.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	17.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	17.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	17.2
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	17.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	17.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	16.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	16.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	15.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	15.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	15.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	15.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	14.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	14.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	14.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	14.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	13.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	12.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	11.7
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	11.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	9.8
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	9.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	8.5
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	5.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	4.5
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	0.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SLC35F6 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 20.63

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

28.6

Number of samples

521

Samples

Sample	Description	TPM
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	191.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	130.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	130.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	112.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	108.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	105.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	103.2
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	88.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	88.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	85.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	82.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	82.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	74.0
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	72.8
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	70.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	68.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	66.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	66.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	65.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	64.6
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	63.9
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	61.6
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	61.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	60.9
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	59.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	58.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	57.6
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	57.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	56.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	55.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	55.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	54.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	54.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	52.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	51.9
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	51.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	50.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	50.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	49.7
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	49.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	47.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	47.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	47.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	46.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	46.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	46.8
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	46.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	46.2
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	46.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	45.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	45.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	45.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	45.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	45.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	45.3
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	44.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	44.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	44.0
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	43.8
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	43.4
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	43.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	42.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	42.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	42.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	42.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	42.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	41.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	41.7
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	41.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	41.4
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	41.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	41.2
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	41.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	41.0
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	40.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	40.6
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	40.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	40.2
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	40.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	40.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	39.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	39.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	39.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	39.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	39.2
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	39.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	38.7
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	38.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	38.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	38.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	38.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	38.3
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	38.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	38.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	37.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	37.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	37.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	37.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	37.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	37.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	37.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	37.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	37.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	37.1
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	37.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	37.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	36.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	36.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	36.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	36.6
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	36.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	36.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	36.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	36.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	35.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	35.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	35.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	35.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	35.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	35.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	35.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	34.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	34.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	34.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	34.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	34.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	34.7
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	34.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	34.7
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	34.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	34.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	34.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	33.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	33.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	33.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	33.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	33.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	33.7
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	33.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	33.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	33.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	33.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	33.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	33.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	33.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	32.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	32.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	32.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	32.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	32.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	32.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	32.5
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	32.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	32.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	32.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	32.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	32.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	32.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	31.9
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	31.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	31.7
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	31.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	31.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	31.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	31.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	31.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	31.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	31.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	31.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	31.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	31.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	31.0
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	30.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	30.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	30.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	30.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	30.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	30.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	30.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	30.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	30.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	30.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	30.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	30.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	29.9
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	29.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	29.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	29.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	29.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	29.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	29.1
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	29.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	29.1
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	29.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	29.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	28.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	28.8
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	28.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	28.2
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	28.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	28.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	28.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	28.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	28.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	27.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	27.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	27.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	27.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	27.8
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	27.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	27.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	27.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	27.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	27.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	27.4
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	27.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	27.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	27.2
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	27.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	27.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	27.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	27.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	27.1
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	27.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	27.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	26.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	26.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	26.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	26.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	26.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	26.7
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	26.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	26.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	26.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	26.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	26.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	25.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	25.8
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	25.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	25.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	25.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	25.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	25.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	25.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	25.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	25.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	25.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	25.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	25.3
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	25.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	25.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	24.8
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	24.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	24.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	24.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	24.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	24.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	24.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	24.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	24.5
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	24.5
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	24.4
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	24.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	24.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	24.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	24.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	24.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	24.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	24.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	24.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	23.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	23.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	23.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	23.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	23.8
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	23.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	23.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	23.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	23.5
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	23.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	23.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	23.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	23.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	23.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	23.4
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	23.3
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	23.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	23.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	23.2
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	23.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	23.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	23.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	23.1
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	23.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	23.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	23.0
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	23.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	23.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	22.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	22.9
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	22.8
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	22.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	22.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	22.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	22.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	22.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	22.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	22.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	22.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	22.4
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	22.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	22.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	22.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	22.1
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	22.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	22.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	22.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	21.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	21.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	21.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	21.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	21.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	21.7
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	21.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	21.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	21.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	21.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	21.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	21.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	21.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	21.4
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	21.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	21.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	21.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	21.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	21.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	21.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	21.0
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	21.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	21.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	20.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	20.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	20.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	20.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	20.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	20.7
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	20.7
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	20.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	20.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	20.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	20.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	20.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	20.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	20.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	20.3
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	20.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	20.2
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	20.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	20.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	20.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	20.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	20.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	20.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	19.9
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	19.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	19.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	19.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	19.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	19.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	19.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	19.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	19.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	19.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	19.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	19.3
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	19.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	19.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	19.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	19.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	19.1
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	19.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	18.9
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	18.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	18.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	18.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	18.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	18.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	18.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	18.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	18.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	18.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	18.3
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	18.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	18.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	18.1
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	18.1
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	18.0
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	18.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	18.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	18.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	17.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	17.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	17.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	17.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	17.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	17.6
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	17.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	17.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	17.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	17.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	17.3
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	17.3
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	17.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	17.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	17.0
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	17.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	16.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	16.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	16.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	16.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	16.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	16.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	16.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	16.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	15.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	15.9
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	15.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	15.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	15.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	15.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	15.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	15.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	15.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	15.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	15.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	15.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	15.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	15.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	15.3
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	15.1
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	15.1
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	15.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	14.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	14.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	14.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	14.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	14.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	14.3
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	14.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	14.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	14.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	14.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	14.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	14.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	14.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	14.0
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	14.0
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	14.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	13.9
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	13.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	13.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	13.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	13.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	13.5
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	13.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	13.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	13.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	13.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	12.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	12.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	12.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	12.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	12.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	12.7
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	12.7
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	12.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	12.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	12.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	12.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	12.4
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	12.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	12.2
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	12.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	12.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	12.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	11.9
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	11.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	11.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	11.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	11.5
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	11.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	11.4
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	11.3
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	11.3
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	11.3
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	11.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	11.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	11.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	11.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	10.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	10.6
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	10.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	10.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	10.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	10.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	9.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	9.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	9.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	9.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	9.0
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	9.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	8.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	8.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	6.7
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	6.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	6.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	6.0
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	5.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	5.6
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	3.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SLC35F6 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 19.51

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

26.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	74.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	68.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	55.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	54.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	50.6
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	48.2
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	44.8
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	43.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	40.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	39.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	37.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	37.1
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	36.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	36.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	35.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	34.9
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	34.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	34.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	33.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	32.8
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	32.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	32.1
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	31.5
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	30.5
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	30.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	30.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	30.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	30.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	29.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	29.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	29.3
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	28.2
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	27.4
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	27.3
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	27.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	26.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	26.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	26.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	26.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	26.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	25.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	25.5
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	25.1
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	25.0
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	24.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	24.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	24.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	24.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	23.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	23.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	23.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	22.7
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	22.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	22.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	22.4
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	22.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	22.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	22.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	21.4
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	21.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	21.1
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	20.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	20.8
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	20.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	20.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	19.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	19.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	19.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	19.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	19.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	19.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	19.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	19.0
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	18.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	18.7
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	18.6
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	18.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	18.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	18.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	18.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	18.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	17.7
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	17.4
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	17.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	16.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	16.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	16.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	16.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	15.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	15.4
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	15.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	15.0
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	14.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	13.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	13.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	13.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	12.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	10.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	9.8
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SLC35F6 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 53.98

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

38.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	163.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	156.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	147.8
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	130.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	123.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	115.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	105.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	104.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	99.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	98.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	96.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	95.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	92.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	92.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	90.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	88.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	88.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	87.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	81.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	78.4
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	76.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	74.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	74.2
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	72.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	71.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	71.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	69.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	67.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	67.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	67.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	67.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	66.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	66.1
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	65.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	65.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	65.7
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	63.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	62.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	62.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	61.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	60.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	60.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	59.4
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	59.1
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	59.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	58.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	58.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	58.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	57.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	57.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	57.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	57.3
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	57.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	56.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	56.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	55.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	55.8
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	55.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	55.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	54.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	54.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	54.6
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	54.6
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	54.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	54.1
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	53.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	53.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	52.4
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	52.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	52.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	52.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	51.8
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	51.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	50.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	50.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	50.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	49.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	48.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	48.4
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	48.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	47.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	47.5
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	47.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	47.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	47.0
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	45.7
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	45.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	45.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	45.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	45.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	45.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	44.7
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	44.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	44.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	43.8
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	43.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	43.7
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	43.7
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	43.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	43.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	43.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	43.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	42.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	42.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	42.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	42.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	42.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	41.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	41.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	41.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	41.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	40.4
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	40.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	40.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	39.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	39.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	38.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	38.9
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	38.7
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	38.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	38.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	38.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	38.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	38.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	37.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	37.5
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	36.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	36.7
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	36.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	36.1
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	36.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	35.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	35.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	35.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	35.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	35.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	35.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	34.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	34.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	34.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	33.9
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	33.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	33.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	33.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	33.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	33.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	32.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	32.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	32.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	32.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	32.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	32.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	32.2
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	32.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	32.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	31.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	31.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	31.7
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	31.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	31.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	30.8
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	30.8
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	30.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	30.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	30.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	30.1
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	29.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	29.9
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	29.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	29.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	28.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	28.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	28.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	28.2
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	27.9
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	27.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	26.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	26.3
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	26.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	26.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	26.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	25.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	25.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	25.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	25.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	25.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	24.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	24.8
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	24.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	24.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	23.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	23.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	23.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	23.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	22.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	22.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	22.6
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	22.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	22.5
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	22.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	22.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	22.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	22.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	21.9
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	21.8
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	21.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	21.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	21.5
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	21.4
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	21.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	20.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	20.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	20.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	19.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	19.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	19.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	19.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	18.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	18.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	18.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	18.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	18.8
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	18.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	18.5
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	18.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	18.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	18.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	18.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	18.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	17.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	17.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	17.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	17.7
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	17.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	17.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	16.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	16.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	16.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	16.2
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	16.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	15.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	15.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	15.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	15.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	15.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	15.1
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	14.5
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	14.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	14.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	14.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	14.2
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	13.9
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	13.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	13.5
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	13.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	13.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	12.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	11.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	11.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	11.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	11.3
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	10.5
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	8.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	8.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	7.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	5.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	0.1
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	0.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	0.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	0.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0078800003	Tumor	2.1
CPT0007320003	Tumor	1.9
CPT0019130003	Tumor	1.3
CPT0076350001	Normal	1.2
CPT0092160003	Tumor	1.1
CPT0086950003	Tumor	0.9
CPT0001190001	Normal	0.9
CPT0064370003	Tumor	0.9
CPT0001270001	Normal	0.8
CPT0002270011	Tumor	0.8
CPT0086970003	Normal	0.8
CPT0092740003	Normal	0.8
CPT0012550003	Tumor	0.8
CPT0079410003	Tumor	0.8
CPT0025060001	Normal	0.8
CPT0084590001	Normal	0.7
CPT0001340003	Tumor	0.7
CPT0065430003	Tumor	0.7
CPT0014130001	Normal	0.6
CPT0088550004	Tumor	0.6
CPT0078660003	Tumor	0.6
CPT0088690003	Tumor	0.6
CPT0088710001	Normal	0.6
CPT0001350001	Normal	0.6
CPT0092790003	Tumor	0.5
CPT0079430001	Normal	0.5
CPT0075170001	Normal	0.5
CPT0023350003	Tumor	0.5
CPT0063640001	Normal	0.5
CPT0078830003	Tumor	0.4
CPT0088970003	Tumor	0.4
CPT0086820003	Tumor	0.4
CPT0063330001	Normal	0.4
CPT0010110003	Tumor	0.4
CPT0086360003	Tumor	0.4
CPT0006530001	Normal	0.4
CPT0065870003	Tumor	0.4
CPT0001180009	Tumor	0.3
CPT0063320003	Tumor	0.3
CPT0026420001	Normal	0.3
CPT0023360001	Normal	0.3
CPT0066520001	Normal	0.3
CPT0086890003	Normal	0.3
CPT0065930003	Tumor	0.3
CPT0011410003	Tumor	0.2
CPT0010120001	Normal	0.2
CPT0014160003	Tumor	0.2
CPT0087040003	Tumor	0.2
CPT0000640003	Tumor	0.2
CPT0000890001	Normal	0.2
CPT0075130003	Tumor	0.2
CPT0001500009	Tumor	0.2
CPT0089040001	Normal	0.2
CPT0014450004	Tumor	0.1
CPT0088640003	Normal	0.1
CPT0087050003	Normal	0.1
CPT0086830003	Normal	0.1
CPT0006730001	Normal	0.1
CPT0025050003	Tumor	0.1
CPT0078530001	Normal	0.1
CPT0077140001	Normal	0.1
CPT0088480003	Tumor	0.0
CPT0077110003	Tumor	0.0
CPT0063630003	Tumor	0.0
CPT0088780001	Normal	0.0
CPT0086370003	Normal	0.0
CPT0092800003	Normal	0.0
CPT0075570001	Normal	0.0
CPT0066470004	Tumor	0.0
CPT0065690003	Tumor	0.0
CPT0023690003	Tumor	0.0
CPT0065810003	Tumor	-0.1
CPT0001510001	Normal	-0.1
CPT0019990003	Tumor	-0.1
CPT0025580004	Tumor	-0.1
CPT0025170003	Tumor	-0.1
CPT0081880003	Tumor	-0.1
CPT0079380003	Tumor	-0.1
CPT0078930003	Tumor	-0.1
CPT0064400001	Normal	-0.1
CPT0088920001	Normal	-0.1
CPT0088570001	Normal	-0.1
CPT0092310003	Normal	-0.1
CPT0020120003	Tumor	-0.1
CPT0065820001	Normal	-0.1
CPT0089480003	Normal	-0.2
CPT0079480003	Tumor	-0.2
CPT0088500001	Normal	-0.2
CPT0000790001	Normal	-0.2
CPT0077310003	Tumor	-0.2
CPT0066430001	Normal	-0.2
CPT0076330003	Tumor	-0.2
CPT0010170001	Normal	-0.2
CPT0075720003	Tumor	-0.2
CPT0012290003	Normal	-0.2
CPT0006900003	Tumor	-0.2
CPT0001220008	Tumor	-0.2
CPT0014350001	Normal	-0.2
CPT0001550001	Normal	-0.3
CPT0079230003	Tumor	-0.3
CPT0077320001	Normal	-0.3
CPT0000660001	Normal	-0.3
CPT0002350011	Tumor	-0.3
CPT0078990003	Tumor	-0.3
CPT0069190001	Normal	-0.3
CPT0025290003	Tumor	-0.3
CPT0014370004	Tumor	-0.3
CPT0089020003	Tumor	-0.3
CPT0007470001	Normal	-0.3
CPT0015810003	Tumor	-0.3
CPT0020130001	Normal	-0.3
CPT0081600003	Tumor	-0.3
CPT0026410003	Tumor	-0.3
CPT0078670001	Normal	-0.3
CPT0019160001	Normal	-0.3
CPT0012090003	Normal	-0.4
CPT0000870016	Tumor	-0.4
CPT0023710001	Normal	-0.4
CPT0066480003	Tumor	-0.4
CPT0001540009	Tumor	-0.4
CPT0082010001	Normal	-0.4
CPT0007870001	Normal	-0.4
CPT0078940001	Normal	-0.4
CPT0014470001	Normal	-0.4
CPT0065750003	Tumor	-0.4
CPT0086870003	Tumor	-0.4
CPT0025920001	Normal	-0.4
CPT0079270003	Tumor	-0.4
CPT0092730003	Tumor	-0.4
CPT0089460004	Tumor	-0.4
CPT0069160003	Tumor	-0.5
CPT0002370001	Normal	-0.5
CPT0006440003	Tumor	-0.5
CPT0065450001	Normal	-0.5
CPT0077500001	Normal	-0.5
CPT0025110003	Tumor	-0.5
CPT0006950001	Normal	-0.5
CPT0025350003	Tumor	-0.6
CPT0009060003	Tumor	-0.6
CPT0000780007	Tumor	-0.6
CPT0079000001	Normal	-0.6
CPT0012280003	Tumor	-0.6
CPT0020020001	Normal	-0.6
CPT0013790003	Normal	-0.6
CPT0081620001	Normal	-0.6
CPT0001260009	Tumor	-0.6
CPT0078840001	Normal	-0.6
CPT0071150004	Tumor	-0.6
CPT0010160003	Tumor	-0.6
CPT0012180003	Tumor	-0.6
CPT0088630003	Tumor	-0.6
CPT0088900003	Tumor	-0.6
CPT0017450001	Normal	-0.7
CPT0025610001	Normal	-0.7
CPT0079300001	Normal	-0.7
CPT0085670003	Tumor	-0.7
CPT0077490003	Tumor	-0.7
CPT0092190003	Normal	-0.8
CPT0015730003	Tumor	-0.8
CPT0012920003	Normal	-0.8
CPT0012570003	Normal	-0.8
CPT0001230001	Normal	-0.8
CPT0079180003	Tumor	-0.9
CPT0025230003	Tumor	-0.9
CPT0086030003	Tumor	-0.9
CPT0007860003	Tumor	-0.9
CPT0081990003	Tumor	-0.9
CPT0088760003	Tumor	-0.9
CPT0092290003	Tumor	-0.9
CPT0025880003	Tumor	-0.9
CPT0012370003	Tumor	-0.9
CPT0017850003	Tumor	-0.9
CPT0012670003	Tumor	-0.9
CPT0018250001	Normal	-1.0
CPT0009000003	Tumor	-1.0
CPT0024680001	Normal	-1.0
CPT0075560003	Tumor	-1.0
CPT0012640003	Normal	-1.1
CPT0009020003	Normal	-1.1
CPT0084560003	Tumor	-1.1
CPT0012770003	Normal	-1.2
CPT0079510001	Normal	-1.2
CPT0069010001	Normal	-1.2
CPT0006630003	Tumor	-1.2
CPT0078510003	Tumor	-1.3
CPT0012900004	Tumor	-1.3
CPT0012080003	Tumor	-1.4
CPT0069000003	Tumor	-1.4
CPT0024670003	Tumor	-1.5
CPT0015910003	Tumor	-1.5
CPT0009080003	Normal	-1.6
CPT0017410003	Tumor	-1.7
CPT0021240003	Tumor	-1.8
CPT0011240003	Tumor	-1.9
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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 HPA034655
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