Expression of SAMM50 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

SAMM50 is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 51.87

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

43.1

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	118.2
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	81.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	80.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	79.6
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	75.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	73.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	71.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	63.2
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	62.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	56.6
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	56.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	55.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	54.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	53.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	52.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	51.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	51.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	50.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	50.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	49.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	48.9
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	48.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	48.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	48.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	47.7
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	45.5
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	45.3
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	44.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	43.1
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	42.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	41.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	41.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	40.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	39.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	38.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	37.3
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	37.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	35.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	35.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	35.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	34.7
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	34.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	33.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	32.0
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	31.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	30.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	30.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	29.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	29.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	28.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	27.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	27.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	26.8
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	26.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	26.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	25.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	24.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	21.9
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	21.8
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	20.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	19.2
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	16.8
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	14.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	12.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SAMM50 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 35.46

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

37.6

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	82.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	78.5
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	72.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	69.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	67.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	67.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	67.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	66.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	66.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	65.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	64.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	64.5
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	63.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	62.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	62.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	62.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	61.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	60.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	60.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	60.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	59.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	59.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	59.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	57.9
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	57.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	57.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	56.8
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	56.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	56.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	56.3
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	56.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	56.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	55.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	55.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	55.6
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	55.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	55.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	54.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	54.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	54.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	54.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	54.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	54.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	53.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	53.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	53.8
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	53.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	53.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	53.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	53.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	53.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	52.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	52.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	52.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	52.3
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	52.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	52.0
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	52.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	51.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	51.9
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	51.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	51.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	51.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	51.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	51.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	51.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	51.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	51.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	51.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	50.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	50.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	50.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	50.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	50.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	50.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	50.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	49.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	49.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	49.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	49.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	49.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	49.2
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	49.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	49.2
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	49.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	49.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	48.9
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	48.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	48.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	48.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	48.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	48.4
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	48.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	48.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	48.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	48.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	48.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	48.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	48.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	48.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	47.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	47.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	47.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	47.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	47.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	47.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	47.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	47.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	47.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	47.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	47.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	47.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	47.4
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	47.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	47.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	47.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	47.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	46.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	46.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	46.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	46.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	46.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	46.7
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	46.7
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	46.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	46.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	46.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	46.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	46.0
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	45.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	45.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	45.7
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	45.7
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	45.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	45.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	45.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	45.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	45.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	45.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	45.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	45.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	44.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	44.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	44.8
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	44.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	44.7
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	44.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	44.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	44.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	44.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	44.4
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	44.3
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	44.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	44.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	44.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	44.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	43.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	43.9
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	43.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	43.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	43.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	43.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	43.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	43.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	43.7
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	43.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	43.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	43.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	43.2
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	43.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	43.2
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	43.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	43.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	43.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	43.1
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	43.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	43.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	43.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	43.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	42.9
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	42.7
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	42.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	42.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	42.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	42.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	42.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	42.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	42.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	42.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	42.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	42.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	41.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	41.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	41.8
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	41.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	41.6
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	41.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	41.5
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	41.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	41.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	41.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	41.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	41.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	41.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	41.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	41.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	40.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	40.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	40.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	40.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	40.7
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	40.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	40.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	40.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	40.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	40.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	40.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	40.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	39.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	39.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	39.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	39.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	39.7
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	39.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	39.6
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	39.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	39.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	39.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	39.3
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	39.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	39.2
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	39.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	39.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	39.0
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	38.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	38.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	38.9
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	38.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	38.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	38.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	38.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	38.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	38.6
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	38.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	38.5
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	38.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	38.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	38.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	38.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	38.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	38.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	38.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	38.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	38.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	38.0
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	37.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	37.9
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	37.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	37.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	37.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	37.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	37.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	37.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	37.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	37.2
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	37.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	37.0
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	36.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	36.8
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	36.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	36.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	36.7
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	36.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	36.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	36.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	36.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	36.6
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	36.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	36.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	36.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	36.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	36.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	36.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	36.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	36.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	36.3
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	36.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	36.1
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	35.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	35.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	35.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	35.7
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	35.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	35.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	35.6
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	35.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	35.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	35.4
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	35.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	35.3
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	35.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	35.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	35.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	35.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	35.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	35.1
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	35.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	35.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	35.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	34.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	34.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	34.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	34.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	34.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	34.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	34.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	34.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	34.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	34.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	34.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	34.4
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	34.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	34.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	34.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	34.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	34.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	34.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	34.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	34.2
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	34.1
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	34.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	34.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	34.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	34.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	33.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	33.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	33.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	33.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	33.8
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	33.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	33.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	33.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	33.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	33.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	33.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	33.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	33.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	33.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	33.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	33.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	33.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	32.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	32.9
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	32.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	32.5
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	32.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	32.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	32.3
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	32.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	32.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	32.1
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	32.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	32.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	32.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	31.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	31.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	31.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	31.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	31.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	31.4
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	31.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	31.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	31.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	31.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	31.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	31.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	31.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	31.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	30.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	30.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	30.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	30.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	30.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	30.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	30.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	30.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	30.4
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	30.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	30.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	30.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	30.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	30.0
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	29.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	29.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	29.7
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	29.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	29.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	29.6
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	29.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	29.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	29.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	29.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	29.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	28.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	28.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	28.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	28.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	28.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	28.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	28.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	28.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	27.9
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	27.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	27.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	27.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	27.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	27.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	27.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	27.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	27.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	27.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	27.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	26.9
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	26.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	26.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	26.5
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	26.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	26.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	25.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	25.6
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	25.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	25.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	25.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	25.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	25.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	25.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	25.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	24.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	24.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	24.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	24.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	24.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	24.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	24.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	24.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	23.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	23.8
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	23.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	23.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	23.7
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	23.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	23.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	23.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	23.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	23.4
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	23.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	23.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	22.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	22.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	22.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	22.5
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	22.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	22.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	21.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	21.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	21.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	20.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	20.5
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	20.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	20.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	20.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	20.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	20.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	20.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	20.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	20.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	20.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	19.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	18.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	18.7
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	18.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	18.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	18.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	18.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	18.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	18.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	17.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	16.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	16.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	16.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	16.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	16.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	16.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	16.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	16.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	16.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	15.9
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	15.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	15.5
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	15.5
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	15.4
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	14.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	14.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	14.3
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	14.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	13.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	13.4
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	13.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	13.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	12.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	11.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	11.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	11.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	11.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	10.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	10.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	10.0
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	8.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	7.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	7.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SAMM50 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 35.98

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

38.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	72.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	69.0
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	60.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	56.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	54.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	53.1
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	52.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	52.2
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	51.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	51.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	51.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	50.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	49.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	49.3
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	48.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	48.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	47.9
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	47.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	46.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	46.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	45.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	45.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	45.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	45.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	43.9
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	43.6
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	43.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	42.7
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	42.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	42.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	42.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	41.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	40.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	40.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	40.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	40.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	40.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	40.0
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	39.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	39.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	39.2
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	39.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	39.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	39.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	38.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	38.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	38.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	38.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	37.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	37.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	36.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	36.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	36.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	36.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	35.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	35.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	35.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	35.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	34.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	34.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	34.1
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	34.1
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	34.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	33.8
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	33.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	33.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	33.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	33.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	33.1
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	32.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	32.5
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	32.4
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	32.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	32.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	32.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	32.1
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	32.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	31.7
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	31.6
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	31.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	30.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	30.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	29.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	29.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	29.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	28.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	27.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	27.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	26.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	26.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	25.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	25.5
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	25.4
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	22.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	20.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	20.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	19.8
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	19.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	19.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	17.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SAMM50 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 23.97

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

33.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	85.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	75.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	71.6
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	67.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	66.4
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	66.2
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	64.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	62.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	62.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	59.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	59.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	56.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	55.0
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	54.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	54.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	54.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	53.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	53.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	53.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	52.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	51.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	51.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	50.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	50.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	50.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	50.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	49.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	49.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	48.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	48.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	48.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	48.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	48.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	48.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	48.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	46.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	46.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	46.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	45.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	45.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	45.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	45.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	45.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	45.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	44.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	44.7
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	44.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	44.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	44.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	44.1
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	43.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	43.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	43.4
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	43.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	43.1
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	43.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	43.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	42.9
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	42.9
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	42.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	42.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	42.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	41.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	41.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	41.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	41.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	41.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	40.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	40.4
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	40.4
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	40.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	40.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	40.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	40.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	39.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	39.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	39.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	39.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	39.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	39.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	38.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	38.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	38.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	38.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	38.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	37.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	37.8
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	37.8
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	37.7
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	37.6
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	37.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	37.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	37.5
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	37.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	37.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	37.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	37.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	37.2
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	36.9
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	36.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	36.9
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	36.8
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	36.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	36.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	36.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	36.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	36.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	36.1
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	36.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	36.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	35.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	35.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	35.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	35.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	35.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	35.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	34.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	34.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	34.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	34.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	34.5
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	34.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	34.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	34.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	33.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	33.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	33.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	33.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	33.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	33.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	33.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	32.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	32.8
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	32.7
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	32.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	32.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	32.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	32.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	32.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	32.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	32.2
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	32.1
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	31.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	31.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	31.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	31.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	31.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	31.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	31.6
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	31.5
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	31.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	31.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	31.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	30.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	30.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	30.6
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	30.6
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	30.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	30.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	30.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	30.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	30.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	30.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	30.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	30.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	30.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	30.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	29.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	29.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	29.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	29.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	29.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	29.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	29.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	28.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	28.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	28.8
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	28.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	28.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	28.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	28.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	27.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	27.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	27.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	27.6
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	27.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	27.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	27.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	27.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	27.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	27.4
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	27.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	27.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	27.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	27.2
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	27.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	27.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	27.0
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	26.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	26.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	26.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	26.4
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	26.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	26.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	25.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	25.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	25.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	25.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	25.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	25.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	25.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	25.1
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	24.8
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	24.3
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	24.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	24.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	23.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	23.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	23.8
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	23.7
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	23.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	23.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	23.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	22.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	22.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	22.7
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	22.4
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	22.4
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	22.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	22.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	22.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	22.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	21.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	21.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	21.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	21.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	21.2
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	21.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	21.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	20.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	20.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	20.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	20.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	19.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	19.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	19.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	19.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	19.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	18.7
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	18.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	18.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	18.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	18.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	17.6
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	17.6
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	16.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	15.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	15.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	15.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	15.1
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	15.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	14.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	14.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	14.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	14.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	14.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	14.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	13.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	12.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	11.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	11.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	11.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	10.9
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	10.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	10.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	10.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	10.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	10.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	9.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.1
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0002270011	Tumor	1.3
CPT0078660003	Tumor	1.1
CPT0000790001	Normal	0.8
CPT0006730001	Normal	0.8
CPT0065450001	Normal	0.8
CPT0092800003	Normal	0.7
CPT0006950001	Normal	0.7
CPT0088920001	Normal	0.7
CPT0001350001	Normal	0.7
CPT0010170001	Normal	0.6
CPT0089480003	Normal	0.6
CPT0077140001	Normal	0.6
CPT0001550001	Normal	0.6
CPT0066430001	Normal	0.5
CPT0088780001	Normal	0.5
CPT0012670003	Tumor	0.5
CPT0025610001	Normal	0.5
CPT0025920001	Normal	0.5
CPT0078670001	Normal	0.5
CPT0082010001	Normal	0.5
CPT0078840001	Normal	0.5
CPT0001230001	Normal	0.5
CPT0023710001	Normal	0.5
CPT0092310003	Normal	0.5
CPT0007470001	Normal	0.5
CPT0079430001	Normal	0.5
CPT0024670003	Tumor	0.5
CPT0023360001	Normal	0.5
CPT0092740003	Normal	0.5
CPT0014350001	Normal	0.5
CPT0088500001	Normal	0.5
CPT0088710001	Normal	0.4
CPT0088640003	Normal	0.4
CPT0026420001	Normal	0.4
CPT0007870001	Normal	0.4
CPT0078940001	Normal	0.4
CPT0081620001	Normal	0.4
CPT0001510001	Normal	0.4
CPT0079300001	Normal	0.4
CPT0079000001	Normal	0.4
CPT0077500001	Normal	0.4
CPT0087050003	Normal	0.4
CPT0064400001	Normal	0.4
CPT0086370003	Normal	0.4
CPT0069010001	Normal	0.4
CPT0001190001	Normal	0.4
CPT0001500009	Tumor	0.3
CPT0076350001	Normal	0.3
CPT0089040001	Normal	0.3
CPT0025060001	Normal	0.3
CPT0063330001	Normal	0.3
CPT0002370001	Normal	0.3
CPT0020130001	Normal	0.3
CPT0006530001	Normal	0.3
CPT0086970003	Normal	0.3
CPT0086890003	Normal	0.3
CPT0065820001	Normal	0.3
CPT0019160001	Normal	0.3
CPT0020020001	Normal	0.3
CPT0013790003	Normal	0.3
CPT0014130001	Normal	0.2
CPT0000890001	Normal	0.2
CPT0069190001	Normal	0.2
CPT0014470001	Normal	0.2
CPT0078530001	Normal	0.2
CPT0063640001	Normal	0.2
CPT0023350003	Tumor	0.2
CPT0066520001	Normal	0.2
CPT0000660001	Normal	0.1
CPT0075570001	Normal	0.1
CPT0086830003	Normal	0.1
CPT0078800003	Tumor	0.1
CPT0088570001	Normal	0.1
CPT0014450004	Tumor	0.1
CPT0012290003	Normal	0.1
CPT0015730003	Tumor	0.1
CPT0012570003	Normal	0.1
CPT0069000003	Tumor	0.1
CPT0079510001	Normal	0.0
CPT0088690003	Tumor	0.0
CPT0020120003	Tumor	0.0
CPT0012640003	Normal	0.0
CPT0007320003	Tumor	0.0
CPT0012770003	Normal	0.0
CPT0092290003	Tumor	0.0
CPT0018250001	Normal	-0.1
CPT0078510003	Tumor	-0.1
CPT0001180009	Tumor	-0.1
CPT0017450001	Normal	-0.1
CPT0012090003	Normal	-0.1
CPT0088970003	Tumor	-0.1
CPT0086870003	Tumor	-0.1
CPT0010120001	Normal	-0.2
CPT0025050003	Tumor	-0.2
CPT0088900003	Tumor	-0.2
CPT0088630003	Tumor	-0.2
CPT0064370003	Tumor	-0.2
CPT0089460004	Tumor	-0.2
CPT0025110003	Tumor	-0.2
CPT0079410003	Tumor	-0.2
CPT0086950003	Tumor	-0.2
CPT0075170001	Normal	-0.2
CPT0087040003	Tumor	-0.2
CPT0086820003	Tumor	-0.2
CPT0012180003	Tumor	-0.2
CPT0086360003	Tumor	-0.2
CPT0025880003	Tumor	-0.3
CPT0088480003	Tumor	-0.3
CPT0001270001	Normal	-0.3
CPT0014370004	Tumor	-0.3
CPT0081880003	Tumor	-0.3
CPT0075720003	Tumor	-0.3
CPT0079480003	Tumor	-0.3
CPT0006440003	Tumor	-0.3
CPT0065810003	Tumor	-0.3
CPT0001220008	Tumor	-0.3
CPT0077310003	Tumor	-0.3
CPT0014160003	Tumor	-0.3
CPT0015810003	Tumor	-0.3
CPT0010110003	Tumor	-0.4
CPT0012280003	Tumor	-0.4
CPT0092190003	Normal	-0.4
CPT0075560003	Tumor	-0.4
CPT0000640003	Tumor	-0.4
CPT0092160003	Tumor	-0.4
CPT0001540009	Tumor	-0.4
CPT0084590001	Normal	-0.4
CPT0079270003	Tumor	-0.4
CPT0025170003	Tumor	-0.4
CPT0079180003	Tumor	-0.4
CPT0011410003	Tumor	-0.4
CPT0001260009	Tumor	-0.4
CPT0002350011	Tumor	-0.4
CPT0078830003	Tumor	-0.4
CPT0069160003	Tumor	-0.4
CPT0081600003	Tumor	-0.4
CPT0007860003	Tumor	-0.4
CPT0019130003	Tumor	-0.5
CPT0078930003	Tumor	-0.5
CPT0006900003	Tumor	-0.5
CPT0026410003	Tumor	-0.5
CPT0010160003	Tumor	-0.5
CPT0086030003	Tumor	-0.5
CPT0085670003	Tumor	-0.5
CPT0063320003	Tumor	-0.5
CPT0065430003	Tumor	-0.5
CPT0009000003	Tumor	-0.5
CPT0077110003	Tumor	-0.5
CPT0079230003	Tumor	-0.6
CPT0024680001	Normal	-0.6
CPT0063630003	Tumor	-0.6
CPT0077320001	Normal	-0.6
CPT0025350003	Tumor	-0.6
CPT0009020003	Normal	-0.6
CPT0075130003	Tumor	-0.6
CPT0012550003	Tumor	-0.6
CPT0019990003	Tumor	-0.6
CPT0076330003	Tumor	-0.6
CPT0066470004	Tumor	-0.6
CPT0012370003	Tumor	-0.6
CPT0006630003	Tumor	-0.7
CPT0023690003	Tumor	-0.7
CPT0000870016	Tumor	-0.7
CPT0000780007	Tumor	-0.7
CPT0089020003	Tumor	-0.7
CPT0015910003	Tumor	-0.7
CPT0071150004	Tumor	-0.7
CPT0092730003	Tumor	-0.7
CPT0009080003	Normal	-0.7
CPT0065870003	Tumor	-0.7
CPT0078990003	Tumor	-0.7
CPT0092790003	Tumor	-0.7
CPT0012080003	Tumor	-0.7
CPT0012920003	Normal	-0.8
CPT0009060003	Tumor	-0.8
CPT0065750003	Tumor	-0.8
CPT0088760003	Tumor	-0.8
CPT0025580004	Tumor	-0.8
CPT0017850003	Tumor	-0.8
CPT0081990003	Tumor	-0.8
CPT0001340003	Tumor	-0.8
CPT0021240003	Tumor	-0.8
CPT0025230003	Tumor	-0.9
CPT0025290003	Tumor	-0.9
CPT0065690003	Tumor	-0.9
CPT0079380003	Tumor	-1.0
CPT0065930003	Tumor	-1.0
CPT0077490003	Tumor	-1.0
CPT0088550004	Tumor	-1.1
CPT0066480003	Tumor	-1.1
CPT0012900004	Tumor	-1.1
CPT0084560003	Tumor	-1.2
CPT0011240003	Tumor	-1.9
CPT0017410003	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 HPA034537
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