Expression of ASB13 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

ASB13 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3.22

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

8.9

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	34.8
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	32.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	31.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	21.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	20.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	18.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	18.6
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	17.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	17.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	17.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	16.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	15.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	14.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	14.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	14.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	13.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	12.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	11.4
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	11.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	10.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	10.2
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	10.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	10.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	9.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	9.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	9.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	8.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	8.8
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	8.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	8.5
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	8.4
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	8.4
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	7.4
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	6.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	6.3
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	6.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	5.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	5.6
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	5.6
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	5.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	5.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	5.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	5.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	4.5
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	4.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	4.3
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	3.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	3.1
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	2.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	2.7
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	2.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	2.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	1.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	0.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	0.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	0.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	0.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ASB13 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 19.16

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

25.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	97.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	92.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	84.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	76.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	71.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	69.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	65.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	65.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	62.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	61.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	60.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	58.3
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	58.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	57.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	57.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	56.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	55.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	55.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	55.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	55.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	55.1
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	54.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	54.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	53.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	53.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	53.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	53.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	52.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	51.7
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	51.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	51.1
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	51.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	50.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	50.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	50.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	50.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	50.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	50.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	50.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	49.8
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	48.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	48.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	48.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	48.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	48.2
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	47.3
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	46.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	46.5
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	45.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	45.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	45.0
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	44.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	44.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	44.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	44.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	44.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	43.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	43.4
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	43.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	43.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	42.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	42.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	42.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	42.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	42.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	42.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	42.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	42.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	42.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	42.1
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	42.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	41.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	41.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	41.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	41.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	41.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	41.4
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	41.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	41.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	40.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	40.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	40.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	40.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	40.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	40.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	40.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	39.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	39.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	39.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	39.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	39.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	38.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	38.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	38.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	38.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	38.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	38.2
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	38.1
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	38.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	38.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	37.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	37.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	37.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	37.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	37.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	37.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	37.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	37.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	36.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	36.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	36.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	36.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	36.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	35.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	35.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	35.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	35.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	35.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	35.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	35.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	35.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	35.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	35.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	35.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	35.1
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	34.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	34.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	34.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	34.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	34.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	34.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	34.3
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	34.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	34.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	34.1
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	34.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	34.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	34.0
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	33.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	33.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	33.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	33.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	33.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	33.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	33.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	33.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	32.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	32.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	32.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	32.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	32.5
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	32.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	32.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	32.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	32.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	32.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	32.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	31.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	31.7
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	31.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	31.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	31.6
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	31.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	31.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	31.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	31.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	31.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	30.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	30.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	30.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	30.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	30.6
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	30.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	30.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	30.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	30.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	30.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	30.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	30.0
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	30.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	30.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	30.0
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	30.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	29.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	29.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	29.6
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	29.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	29.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	29.3
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	29.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	29.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	29.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	29.2
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	29.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	28.8
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	28.6
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	28.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	28.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	28.5
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	28.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	28.5
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	28.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	28.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	28.1
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	28.0
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	28.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	27.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	27.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	27.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	27.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	27.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	27.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	27.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	27.1
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	27.1
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	27.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	26.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	26.9
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	26.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	26.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	26.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	26.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	26.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	26.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	26.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	26.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	26.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	26.2
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	26.0
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	25.9
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	25.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	25.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	25.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	25.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	25.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	25.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	25.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	25.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	25.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	25.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	25.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	25.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	25.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	25.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	25.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	25.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	24.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	24.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	24.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	24.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	24.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	24.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	24.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	24.5
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	24.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	24.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	24.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	24.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	24.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	24.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	24.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	24.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	24.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	23.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	23.8
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	23.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	23.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	23.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	23.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	23.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	23.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	23.1
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	23.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	23.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	23.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	23.0
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	22.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	22.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	22.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	22.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	22.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	22.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	22.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	22.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	22.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	22.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	22.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	22.0
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	22.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	21.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	21.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	21.8
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	21.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	21.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	21.5
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	21.5
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	21.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	21.4
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	21.4
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	21.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	21.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	21.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	21.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	21.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	21.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	21.2
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	21.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	21.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	20.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	20.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	20.7
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	20.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	20.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	20.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	20.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	20.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	20.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	20.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	20.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	19.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	19.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	19.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	19.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	19.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	19.1
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	19.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	19.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	18.9
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	18.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	18.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	18.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	18.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	18.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	18.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	17.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	17.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	17.6
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	17.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	17.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	17.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	17.4
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	17.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	17.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	17.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	17.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	17.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	17.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	17.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	16.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	16.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	16.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	16.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	16.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	16.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	16.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	16.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	16.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	16.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	16.0
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	16.0
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	16.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	16.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	15.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	15.8
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	15.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	15.4
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	15.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	15.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	15.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	15.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	15.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	15.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	15.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	15.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	15.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	14.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	14.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	14.5
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	14.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	14.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	14.3
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	14.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	13.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	13.7
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	13.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	13.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	13.5
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	13.5
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	13.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	13.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	13.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	12.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	12.5
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	12.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	12.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	12.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	12.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	12.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	12.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	12.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	11.9
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	11.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	11.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	11.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	11.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	11.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	11.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	11.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	11.4
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	11.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	11.4
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	11.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	11.0
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	11.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	10.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	10.7
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	10.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	10.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	10.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	10.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	10.0
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	9.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	9.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	9.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	9.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	9.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	9.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	9.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	9.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	9.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	9.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	9.1
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	9.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	9.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	8.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	8.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	8.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	8.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	8.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	7.9
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	7.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	7.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	7.7
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	7.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	7.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	7.3
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	7.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	7.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	7.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	7.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	7.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	7.1
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	6.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	6.4
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	6.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	6.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	6.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	6.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	6.1
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	6.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	6.0
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	6.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	5.3
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	5.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	5.2
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	5.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	4.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	4.8
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	4.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	4.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	4.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	4.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	4.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	4.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	4.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.3
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	4.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	4.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	4.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	4.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	4.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	4.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	3.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	3.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	3.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	3.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	3.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	3.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	3.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	3.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	2.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	2.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	2.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	2.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	2.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	2.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	2.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	2.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.2
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	2.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	2.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	1.9
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	1.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	1.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	1.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	1.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	1.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	0.7
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	0.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	0.6
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	0.0
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ASB13 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 31.31

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

30.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	95.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	81.2
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	78.7
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	73.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	69.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	68.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	68.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	65.6
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	60.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	59.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	58.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	57.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	53.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	51.5
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	50.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	49.3
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	46.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	45.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	45.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	43.0
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	41.8
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	41.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	41.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	41.0
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	40.9
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	40.5
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	39.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	39.8
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	39.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	39.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	38.2
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	37.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	35.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	35.7
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	35.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	33.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	33.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	32.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	32.1
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	32.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	30.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	30.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	30.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	29.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	29.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	28.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	28.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	27.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	27.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	27.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	27.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	27.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	26.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	26.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	26.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	26.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	25.2
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	24.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	24.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	22.5
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	22.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	22.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	21.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	20.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	20.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	20.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	20.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	20.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	18.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	18.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	18.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	17.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	17.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	17.6
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	17.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	15.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	15.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	15.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	14.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	14.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	14.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	13.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	13.9
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	13.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	13.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	12.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	11.6
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	11.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	9.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	9.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	8.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	8.8
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	8.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	7.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	7.3
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	7.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	7.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	6.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	5.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ASB13 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.34

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

21.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	152.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	113.6
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	101.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	95.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	87.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	86.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	80.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	80.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	74.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	63.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	60.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	60.0
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	59.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	56.8
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	54.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	53.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	53.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	52.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	51.8
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	51.7
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	49.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	48.8
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	48.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	47.1
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	46.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	45.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	45.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	45.2
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	44.6
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	42.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	41.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	41.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	41.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	39.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	38.4
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	36.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	36.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	36.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	36.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	36.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	36.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	35.4
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	35.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	35.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	35.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	34.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	34.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	34.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	34.6
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	34.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	33.6
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	33.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	33.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	33.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	33.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	32.7
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	32.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	32.1
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	31.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	31.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	31.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	31.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	30.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	30.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	30.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	30.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	30.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	30.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	29.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	29.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	29.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	29.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	28.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	28.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	28.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	28.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	28.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	28.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	27.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	27.9
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	27.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	27.8
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	27.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	27.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	26.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	26.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	26.6
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	26.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	26.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	26.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	25.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	25.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	25.6
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	25.6
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	25.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	25.5
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	25.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	25.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	25.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	25.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	24.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	24.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	24.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	24.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	24.3
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	24.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	24.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	24.2
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	24.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	24.1
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	24.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	23.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	23.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	23.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	23.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	22.8
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	22.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	22.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	21.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	21.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	21.6
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	21.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	21.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	20.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	20.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	20.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	20.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	20.5
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	20.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	19.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	19.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	19.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	19.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	19.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	19.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	19.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	18.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	18.5
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	18.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	18.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	18.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	17.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	17.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	17.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	17.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	17.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	17.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	17.0
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	16.9
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	16.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	16.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	16.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	16.3
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	16.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	16.0
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	15.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	15.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	15.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	15.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	14.9
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	14.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	14.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	14.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	14.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	13.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	13.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	13.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	13.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	13.3
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	13.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	13.1
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	13.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	13.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	12.7
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	12.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	12.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	12.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	11.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	11.7
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	11.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	11.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	11.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	11.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	11.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	10.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	10.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	10.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	10.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	10.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	10.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	10.0
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	9.9
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	9.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	9.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	9.8
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	9.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	9.6
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	9.5
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	9.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	8.8
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	8.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	8.7
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	8.0
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	7.8
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	7.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	7.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	7.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	6.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	6.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	6.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	6.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	6.2
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	6.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	5.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	5.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	5.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	5.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	5.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	4.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	4.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	4.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	4.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	4.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	4.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	4.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	4.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	4.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	3.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	3.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	3.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	3.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	3.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	2.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	2.4
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	2.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	1.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	1.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	1.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	1.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	1.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	0.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	0.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	0.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	0.5
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	0.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	0.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	0.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	0.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	0.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	0.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	0.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	0.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	0.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	0.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	0.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	0.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	0.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	0.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	0.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0015810003	Tumor	1.4
CPT0015730003	Tumor	0.9
CPT0001540009	Tumor	0.8
CPT0012770003	Normal	0.8
CPT0088480003	Tumor	0.8
CPT0006730001	Normal	0.7
CPT0001180009	Tumor	0.7
CPT0065430003	Tumor	0.7
CPT0023350003	Tumor	0.7
CPT0010170001	Normal	0.6
CPT0077140001	Normal	0.6
CPT0065450001	Normal	0.6
CPT0000790001	Normal	0.6
CPT0071150004	Tumor	0.6
CPT0019990003	Tumor	0.6
CPT0086820003	Tumor	0.6
CPT0000890001	Normal	0.6
CPT0092800003	Normal	0.5
CPT0007860003	Tumor	0.5
CPT0066470004	Tumor	0.5
CPT0078840001	Normal	0.5
CPT0087050003	Normal	0.5
CPT0014350001	Normal	0.5
CPT0000870016	Tumor	0.5
CPT0023360001	Normal	0.5
CPT0012570003	Normal	0.5
CPT0019160001	Normal	0.5
CPT0066430001	Normal	0.5
CPT0025060001	Normal	0.5
CPT0009080003	Normal	0.5
CPT0092310003	Normal	0.4
CPT0077500001	Normal	0.4
CPT0012090003	Normal	0.4
CPT0012550003	Tumor	0.4
CPT0089480003	Normal	0.4
CPT0088920001	Normal	0.4
CPT0024670003	Tumor	0.4
CPT0025230003	Tumor	0.4
CPT0078530001	Normal	0.4
CPT0019130003	Tumor	0.4
CPT0092740003	Normal	0.4
CPT0079270003	Tumor	0.4
CPT0012280003	Tumor	0.3
CPT0006950001	Normal	0.3
CPT0026420001	Normal	0.3
CPT0086970003	Normal	0.3
CPT0020020001	Normal	0.3
CPT0088710001	Normal	0.3
CPT0013790003	Normal	0.3
CPT0012670003	Tumor	0.3
CPT0088780001	Normal	0.3
CPT0065870003	Tumor	0.3
CPT0079430001	Normal	0.3
CPT0023710001	Normal	0.3
CPT0065810003	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0078670001	Normal	0.3
CPT0065750003	Tumor	0.3
CPT0020130001	Normal	0.2
CPT0009020003	Normal	0.2
CPT0014130001	Normal	0.2
CPT0009060003	Tumor	0.2
CPT0081620001	Normal	0.2
CPT0001350001	Normal	0.2
CPT0078830003	Tumor	0.2
CPT0079000001	Normal	0.2
CPT0001220008	Tumor	0.2
CPT0001500009	Tumor	0.2
CPT0064400001	Normal	0.1
CPT0077110003	Tumor	0.1
CPT0088900003	Tumor	0.1
CPT0065820001	Normal	0.1
CPT0025580004	Tumor	0.1
CPT0012900004	Tumor	0.1
CPT0086370003	Normal	0.1
CPT0025920001	Normal	0.1
CPT0086360003	Tumor	0.1
CPT0078940001	Normal	0.1
CPT0063640001	Normal	0.1
CPT0012920003	Normal	0.1
CPT0075570001	Normal	0.1
CPT0007470001	Normal	0.1
CPT0078800003	Tumor	0.1
CPT0009000003	Tumor	0.1
CPT0020120003	Tumor	0.1
CPT0069010001	Normal	0.0
CPT0026410003	Tumor	0.0
CPT0018250001	Normal	0.0
CPT0025880003	Tumor	0.0
CPT0086830003	Normal	0.0
CPT0078510003	Tumor	0.0
CPT0086950003	Tumor	0.0
CPT0001510001	Normal	0.0
CPT0025610001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0089040001	Normal	0.0
CPT0088570001	Normal	0.0
CPT0064370003	Tumor	0.0
CPT0088640003	Normal	0.0
CPT0001550001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0006530001	Normal	0.0
CPT0077490003	Tumor	-0.1
CPT0017450001	Normal	-0.1
CPT0077310003	Tumor	-0.1
CPT0002270011	Tumor	-0.1
CPT0082010001	Normal	-0.1
CPT0079510001	Normal	-0.1
CPT0006630003	Tumor	-0.1
CPT0014450004	Tumor	-0.1
CPT0006900003	Tumor	-0.1
CPT0000660001	Normal	-0.1
CPT0017410003	Tumor	-0.1
CPT0063320003	Tumor	-0.1
CPT0007870001	Normal	-0.1
CPT0088500001	Normal	-0.2
CPT0002370001	Normal	-0.2
CPT0078990003	Tumor	-0.2
CPT0089020003	Tumor	-0.2
CPT0088970003	Tumor	-0.2
CPT0078930003	Tumor	-0.2
CPT0000780007	Tumor	-0.2
CPT0021240003	Tumor	-0.2
CPT0025350003	Tumor	-0.2
CPT0079230003	Tumor	-0.2
CPT0087040003	Tumor	-0.2
CPT0002350011	Tumor	-0.2
CPT0012370003	Tumor	-0.2
CPT0012080003	Tumor	-0.2
CPT0024680001	Normal	-0.2
CPT0092790003	Tumor	-0.2
CPT0025050003	Tumor	-0.2
CPT0069160003	Tumor	-0.2
CPT0007320003	Tumor	-0.2
CPT0081600003	Tumor	-0.3
CPT0079480003	Tumor	-0.3
CPT0092160003	Tumor	-0.3
CPT0001230001	Normal	-0.3
CPT0025110003	Tumor	-0.3
CPT0086030003	Tumor	-0.3
CPT0023690003	Tumor	-0.3
CPT0006440003	Tumor	-0.3
CPT0066480003	Tumor	-0.3
CPT0079380003	Tumor	-0.4
CPT0076350001	Normal	-0.4
CPT0010120001	Normal	-0.4
CPT0088550004	Tumor	-0.4
CPT0088690003	Tumor	-0.4
CPT0014470001	Normal	-0.4
CPT0079410003	Tumor	-0.4
CPT0075560003	Tumor	-0.4
CPT0066520001	Normal	-0.4
CPT0063330001	Normal	-0.5
CPT0075720003	Tumor	-0.5
CPT0010160003	Tumor	-0.5
CPT0079300001	Normal	-0.5
CPT0069190001	Normal	-0.5
CPT0000640003	Tumor	-0.5
CPT0078660003	Tumor	-0.5
CPT0089460004	Tumor	-0.5
CPT0010110003	Tumor	-0.5
CPT0075170001	Normal	-0.5
CPT0014160003	Tumor	-0.6
CPT0012180003	Tumor	-0.6
CPT0075130003	Tumor	-0.6
CPT0081990003	Tumor	-0.6
CPT0001260009	Tumor	-0.6
CPT0001190001	Normal	-0.6
CPT0076330003	Tumor	-0.6
CPT0012640003	Normal	-0.7
CPT0092730003	Tumor	-0.7
CPT0088630003	Tumor	-0.7
CPT0011240003	Tumor	-0.7
CPT0084560003	Tumor	-0.8
CPT0084590001	Normal	-0.8
CPT0085670003	Tumor	-0.9
CPT0088760003	Tumor	-0.9
CPT0011410003	Tumor	-0.9
CPT0065690003	Tumor	-0.9
CPT0079180003	Tumor	-0.9
CPT0063630003	Tumor	-1.0
CPT0077320001	Normal	-1.0
CPT0086870003	Tumor	-1.0
CPT0065930003	Tumor	-1.0
CPT0001340003	Tumor	-1.0
CPT0092290003	Tumor	-1.1
CPT0001270001	Normal	-1.1
CPT0014370004	Tumor	-1.1
CPT0017850003	Tumor	-1.2
CPT0092190003	Normal	-1.2
CPT0015910003	Tumor	-1.2
CPT0025290003	Tumor	-1.5
CPT0025170003	Tumor	-1.6
CPT0081880003	Tumor	-2.0
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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 HPA048293
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