Expression of STARD7 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

STARD7 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 67.79

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

57.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	163.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	117.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	112.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	110.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	108.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	105.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	97.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	94.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	93.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	92.9
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	91.3
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	90.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	90.7
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	82.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	75.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	73.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	72.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	71.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	71.5
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	64.1
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	64.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	63.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	62.9
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	59.2
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	58.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	58.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	57.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	57.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	57.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	57.5
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	57.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	57.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	55.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	52.6
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	52.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	52.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	48.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	48.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	47.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	43.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	43.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	42.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	40.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	39.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	38.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	36.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	36.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	36.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	35.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	33.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	33.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	33.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	32.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	30.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	30.2
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	27.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	25.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	24.3
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	24.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	23.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	12.9
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	10.5
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STARD7 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 35.98

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

44.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	156.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	110.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	100.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	99.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	95.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	91.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	91.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	88.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	88.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	87.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	87.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	86.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	85.7
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	84.7
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	84.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	81.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	81.3
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	81.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	81.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	80.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	80.4
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	80.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	79.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	78.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	78.6
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	78.5
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	77.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	76.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	76.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	76.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	75.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	75.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	75.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	74.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	74.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	74.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	73.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	72.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	72.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	71.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	71.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	70.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	70.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	70.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	70.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	70.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	70.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	69.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	69.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	69.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	69.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	69.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	69.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	68.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	68.4
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	68.3
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	68.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	68.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	67.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	67.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	67.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	67.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	66.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	66.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	66.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	66.1
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	65.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	65.8
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	65.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	65.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	65.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	65.2
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	65.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	64.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	64.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	64.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	64.4
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	64.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	64.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	64.3
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	64.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	64.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	64.1
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	64.1
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	64.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	64.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	64.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	63.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	63.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	63.6
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	63.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	63.6
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	63.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	63.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	63.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	63.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	63.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	62.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	62.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	62.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	62.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	62.3
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	62.3
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	62.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	62.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	61.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	61.7
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	61.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	61.6
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	61.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	60.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	60.7
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	60.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	60.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	60.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	60.5
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	60.4
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	60.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	60.1
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	60.1
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	60.0
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	59.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	59.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	59.7
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	59.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	59.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	59.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	59.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	59.2
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	59.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	59.1
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	59.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	59.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	58.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	58.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	57.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	57.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	57.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	57.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	57.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	57.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	57.4
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	57.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	57.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	57.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	56.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	56.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	56.7
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	56.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	56.4
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	56.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	56.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	56.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	56.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	56.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	55.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	55.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	55.5
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	55.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	55.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	55.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	54.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	54.9
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	54.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	54.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	54.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	54.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	54.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	54.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	54.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	54.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	54.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	54.1
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	54.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	54.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	54.0
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	53.7
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	53.6
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	53.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	53.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	53.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	53.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	53.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	53.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	53.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	53.0
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	53.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	52.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	52.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	52.8
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	52.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	52.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	52.4
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	52.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	52.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	52.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	52.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	52.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	52.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	52.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	51.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	51.4
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	51.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	51.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	51.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	51.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	51.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	51.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	51.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	51.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	51.0
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	50.9
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	50.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	50.8
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	50.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	50.4
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	50.4
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	50.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	50.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	50.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	50.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	50.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	50.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	49.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	49.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	49.7
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	49.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	49.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	49.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	49.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	49.1
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	49.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	49.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	49.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	48.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	48.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	48.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	48.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	48.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	48.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	48.5
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	48.3
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	48.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	48.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	48.0
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	47.9
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	47.9
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	47.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	47.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	47.8
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	47.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	47.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	47.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	47.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	47.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	47.6
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	47.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	47.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	47.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	46.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	46.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	46.7
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	46.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	46.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	46.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	46.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	46.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	45.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	45.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	45.8
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	45.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	45.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	45.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	45.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	45.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	45.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	45.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	45.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	45.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	45.0
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	45.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	45.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	45.0
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	44.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	44.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	44.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	44.8
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	44.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	44.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	44.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	44.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	44.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	44.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	44.2
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	44.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	43.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	43.7
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	43.4
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	43.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	43.0
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	42.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	42.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	42.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	42.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	42.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	42.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	42.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	42.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	42.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	42.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	42.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	42.1
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	41.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	41.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	41.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	41.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	41.6
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	41.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	41.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	41.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	41.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	40.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	40.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	40.6
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	40.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	40.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	40.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	40.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	40.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	40.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	39.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	39.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	39.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	39.5
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	39.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	39.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	39.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	39.3
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	39.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	39.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	39.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	39.1
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	39.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	39.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	38.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	38.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	38.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	38.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	38.4
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	37.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	37.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	37.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	37.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	37.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	37.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	36.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	36.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	36.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	36.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	36.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	35.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	35.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	35.7
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	35.6
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	35.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	35.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	35.4
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	35.1
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	35.0
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	34.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	34.7
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	34.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	34.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	33.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	33.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	33.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	33.3
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	33.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	32.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	32.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	32.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	32.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	32.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	31.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	31.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	31.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	31.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	31.2
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	31.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	31.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	30.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	30.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	30.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	30.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	29.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	29.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	29.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	29.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	29.2
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	29.1
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	29.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	28.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	28.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	28.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	28.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	28.3
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	28.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	28.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	27.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	26.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	26.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	26.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	26.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	26.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	26.5
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	26.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	25.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	25.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	25.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	24.7
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	24.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	23.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	23.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	23.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	23.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	23.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	22.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	22.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	22.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	22.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	22.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	22.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	21.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	21.8
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	21.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	20.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	20.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	20.6
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	20.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	20.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	20.3
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	20.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	19.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	19.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	19.1
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	19.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	18.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	18.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	18.1
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	17.4
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	17.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	17.1
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	17.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	16.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	16.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	16.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	16.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	16.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	15.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	15.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	15.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	15.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	15.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	15.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	15.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	14.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	14.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	14.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	13.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	13.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	13.8
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	13.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	12.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	12.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	12.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	12.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	12.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	11.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	11.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	11.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	11.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	11.1
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	11.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	10.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	10.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	10.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	10.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	10.0
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	9.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	9.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	8.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	8.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	8.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	8.3
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	8.2
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	8.1
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	7.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	7.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	6.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	6.7
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	6.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	6.4
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	6.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	6.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	6.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	5.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	5.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	5.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	5.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	5.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	4.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.6
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	4.2
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	4.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	3.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STARD7 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 58.45

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

54.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	130.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	103.2
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	97.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	82.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	78.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	78.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	76.3
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	76.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	73.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	71.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	71.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	70.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	70.4
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	70.1
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	70.0
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	69.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	69.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	69.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	69.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	68.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	67.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	67.1
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	67.1
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	66.5
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	65.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	65.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	65.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	64.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	64.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	62.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	62.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	62.2
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	61.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	60.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	60.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	60.8
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	60.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	60.6
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	60.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	58.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	58.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	57.7
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	55.8
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	55.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	55.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	55.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	55.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	54.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	53.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	53.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	52.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	51.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	50.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	50.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	50.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	49.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	49.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	48.8
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	48.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	48.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	48.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	47.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	47.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	47.0
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	46.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	46.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	46.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	46.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	46.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	46.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	45.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	44.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	44.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	44.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	43.1
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	43.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	42.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	41.9
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	41.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	41.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	40.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	39.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	38.8
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	37.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	36.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	36.6
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	36.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	35.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	33.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	33.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	30.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	29.4
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	28.6
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	27.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	27.8
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	27.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	22.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	21.2
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	18.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	13.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STARD7 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 44.79

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

42.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	147.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	128.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	121.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	102.2
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	97.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	96.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	95.0
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	94.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	93.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	92.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	91.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	88.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	87.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	86.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	86.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	86.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	85.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	84.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	81.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	81.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	79.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	79.1
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	77.6
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	77.4
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	75.7
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	74.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	74.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	74.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	73.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	73.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	73.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	72.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	72.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	72.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	71.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	71.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	71.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	71.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	70.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	70.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	68.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	68.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	67.8
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	67.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	67.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	66.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	66.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	66.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	65.8
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	65.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	65.4
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	65.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	65.0
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	64.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	64.3
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	64.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	63.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	61.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	61.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	61.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	61.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	61.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	61.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	60.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	60.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	60.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	59.7
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	59.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	59.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	58.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	58.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	58.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	58.6
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	58.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	57.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	57.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	57.5
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	57.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	56.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	56.9
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	56.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	56.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	56.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	55.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	55.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	55.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	55.7
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	55.1
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	54.5
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	54.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	54.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	54.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	54.0
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	53.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	53.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	53.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	53.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	53.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	53.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	53.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	52.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	52.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	52.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	52.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	51.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	51.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	51.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	51.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	50.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	50.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	50.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	50.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	50.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	50.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	49.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	49.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	49.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	49.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	49.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	49.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	48.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	48.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	48.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	47.8
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	47.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	47.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	47.1
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	47.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	46.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	46.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	46.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	46.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	45.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	45.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	45.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	45.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	44.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	44.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	44.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	43.6
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	43.1
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	43.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	42.6
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	42.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	41.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	41.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	41.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	41.6
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	41.4
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	41.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	40.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	40.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	39.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	39.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	39.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	39.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	39.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	38.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	38.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	38.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	38.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	38.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	37.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	37.3
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	37.2
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	37.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	37.0
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	36.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	36.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	35.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	35.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	35.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	35.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	34.8
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	33.7
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	33.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	32.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	32.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	32.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	32.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	32.1
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	32.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	31.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	30.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	30.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	30.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	30.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	30.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	30.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	30.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	30.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	30.1
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	30.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	29.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	29.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	29.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	29.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	28.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	28.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	28.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	28.1
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	27.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	26.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	26.4
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	26.2
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	26.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	25.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	24.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	24.4
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	24.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	23.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	22.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	22.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	22.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	22.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	22.2
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	21.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	21.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	21.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	21.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	20.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	20.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	20.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	19.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	18.4
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	18.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	17.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	17.6
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	17.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	16.9
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	16.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	15.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	14.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	14.7
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	14.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	13.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	12.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	11.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	11.2
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	11.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	10.9
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	9.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	9.5
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	9.2
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	8.8
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	8.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	8.4
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	8.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	8.0
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	7.8
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	7.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	7.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	7.6
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	7.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.1
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.9
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	6.5
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	6.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	6.0
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	5.8
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	5.6
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	4.9
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	4.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	4.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	4.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	4.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	4.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	3.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	3.5
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	3.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	3.4
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	3.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.6
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
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0002270011	Tumor	0.8
CPT0079180003	Tumor	0.7
CPT0001180009	Tumor	0.6
CPT0078660003	Tumor	0.5
CPT0088550004	Tumor	0.5
CPT0012550003	Tumor	0.5
CPT0001500009	Tumor	0.5
CPT0012900004	Tumor	0.4
CPT0017410003	Tumor	0.4
CPT0081880003	Tumor	0.4
CPT0079510001	Normal	0.4
CPT0075560003	Tumor	0.4
CPT0012640003	Normal	0.4
CPT0001340003	Tumor	0.4
CPT0078800003	Tumor	0.4
CPT0012670003	Tumor	0.3
CPT0092740003	Normal	0.3
CPT0077140001	Normal	0.3
CPT0000790001	Normal	0.3
CPT0026420001	Normal	0.3
CPT0009060003	Tumor	0.3
CPT0010170001	Normal	0.3
CPT0009020003	Normal	0.3
CPT0078940001	Normal	0.3
CPT0066430001	Normal	0.3
CPT0012770003	Normal	0.3
CPT0015730003	Tumor	0.3
CPT0081620001	Normal	0.3
CPT0078530001	Normal	0.3
CPT0089460004	Tumor	0.3
CPT0012570003	Normal	0.3
CPT0006730001	Normal	0.3
CPT0006950001	Normal	0.3
CPT0012280003	Tumor	0.3
CPT0002350011	Tumor	0.2
CPT0009080003	Normal	0.2
CPT0025920001	Normal	0.2
CPT0020120003	Tumor	0.2
CPT0069010001	Normal	0.2
CPT0025610001	Normal	0.2
CPT0088970003	Tumor	0.2
CPT0064400001	Normal	0.2
CPT0017450001	Normal	0.2
CPT0019160001	Normal	0.2
CPT0012180003	Tumor	0.2
CPT0078830003	Tumor	0.2
CPT0086830003	Normal	0.2
CPT0014470001	Normal	0.2
CPT0020020001	Normal	0.2
CPT0012090003	Normal	0.2
CPT0024680001	Normal	0.2
CPT0012920003	Normal	0.2
CPT0013790003	Normal	0.2
CPT0018250001	Normal	0.2
CPT0002370001	Normal	0.2
CPT0065450001	Normal	0.2
CPT0015810003	Tumor	0.2
CPT0089480003	Normal	0.2
CPT0077500001	Normal	0.2
CPT0020130001	Normal	0.2
CPT0024670003	Tumor	0.2
CPT0063330001	Normal	0.2
CPT0079300001	Normal	0.1
CPT0088500001	Normal	0.1
CPT0000660001	Normal	0.1
CPT0014350001	Normal	0.1
CPT0082010001	Normal	0.1
CPT0006530001	Normal	0.1
CPT0069190001	Normal	0.1
CPT0088780001	Normal	0.1
CPT0078840001	Normal	0.1
CPT0001550001	Normal	0.1
CPT0001230001	Normal	0.1
CPT0078990003	Tumor	0.1
CPT0086890003	Normal	0.1
CPT0078670001	Normal	0.1
CPT0088640003	Normal	0.1
CPT0089040001	Normal	0.1
CPT0007470001	Normal	0.1
CPT0001510001	Normal	0.1
CPT0079430001	Normal	0.1
CPT0023360001	Normal	0.1
CPT0079410003	Tumor	0.1
CPT0025880003	Tumor	0.1
CPT0025060001	Normal	0.1
CPT0086950003	Tumor	0.1
CPT0086370003	Normal	0.1
CPT0010160003	Tumor	0.1
CPT0007870001	Normal	0.1
CPT0092310003	Normal	0.1
CPT0000890001	Normal	0.1
CPT0012290003	Normal	0.1
CPT0026410003	Tumor	0.1
CPT0017850003	Tumor	0.1
CPT0025050003	Tumor	0.1
CPT0088710001	Normal	0.0
CPT0087050003	Normal	0.0
CPT0079380003	Tumor	0.0
CPT0064370003	Tumor	0.0
CPT0079000001	Normal	0.0
CPT0086360003	Tumor	0.0
CPT0076350001	Normal	0.0
CPT0069160003	Tumor	0.0
CPT0077490003	Tumor	0.0
CPT0001350001	Normal	0.0
CPT0023710001	Normal	0.0
CPT0088570001	Normal	0.0
CPT0000780007	Tumor	0.0
CPT0006630003	Tumor	0.0
CPT0023690003	Tumor	0.0
CPT0092800003	Normal	0.0
CPT0065810003	Tumor	0.0
CPT0001540009	Tumor	0.0
CPT0023350003	Tumor	0.0
CPT0000870016	Tumor	0.0
CPT0086820003	Tumor	0.0
CPT0088920001	Normal	0.0
CPT0063640001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0007860003	Tumor	0.0
CPT0092290003	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0066520001	Normal	0.0
CPT0014130001	Normal	-0.1
CPT0007320003	Tumor	-0.1
CPT0079270003	Tumor	-0.1
CPT0065430003	Tumor	-0.1
CPT0012080003	Tumor	-0.1
CPT0000640003	Tumor	-0.1
CPT0075570001	Normal	-0.1
CPT0001190001	Normal	-0.1
CPT0010110003	Tumor	-0.1
CPT0075130003	Tumor	-0.1
CPT0075720003	Tumor	-0.1
CPT0087040003	Tumor	-0.1
CPT0014450004	Tumor	-0.1
CPT0010120001	Normal	-0.1
CPT0009000003	Tumor	-0.1
CPT0077320001	Normal	-0.1
CPT0014370004	Tumor	-0.1
CPT0088900003	Tumor	-0.1
CPT0001270001	Normal	-0.1
CPT0069000003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0084590001	Normal	-0.1
CPT0063320003	Tumor	-0.1
CPT0092790003	Tumor	-0.1
CPT0071150004	Tumor	-0.2
CPT0088480003	Tumor	-0.2
CPT0081600003	Tumor	-0.2
CPT0025170003	Tumor	-0.2
CPT0092160003	Tumor	-0.2
CPT0001260009	Tumor	-0.2
CPT0063630003	Tumor	-0.2
CPT0006440003	Tumor	-0.2
CPT0086870003	Tumor	-0.2
CPT0011240003	Tumor	-0.2
CPT0077110003	Tumor	-0.2
CPT0092190003	Normal	-0.2
CPT0019130003	Tumor	-0.2
CPT0077310003	Tumor	-0.2
CPT0025350003	Tumor	-0.2
CPT0014160003	Tumor	-0.2
CPT0066480003	Tumor	-0.2
CPT0012370003	Tumor	-0.2
CPT0075170001	Normal	-0.2
CPT0025230003	Tumor	-0.3
CPT0025110003	Tumor	-0.3
CPT0085670003	Tumor	-0.3
CPT0088690003	Tumor	-0.3
CPT0065870003	Tumor	-0.3
CPT0081990003	Tumor	-0.3
CPT0079480003	Tumor	-0.3
CPT0076330003	Tumor	-0.3
CPT0015910003	Tumor	-0.3
CPT0078930003	Tumor	-0.3
CPT0078510003	Tumor	-0.3
CPT0089020003	Tumor	-0.3
CPT0084560003	Tumor	-0.3
CPT0088760003	Tumor	-0.3
CPT0065930003	Tumor	-0.4
CPT0006900003	Tumor	-0.4
CPT0088630003	Tumor	-0.4
CPT0025290003	Tumor	-0.4
CPT0001220008	Tumor	-0.4
CPT0019990003	Tumor	-0.4
CPT0025580004	Tumor	-0.4
CPT0065750003	Tumor	-0.4
CPT0065690003	Tumor	-0.5
CPT0079230003	Tumor	-0.5
CPT0086030003	Tumor	-0.5
CPT0021240003	Tumor	-0.5
CPT0066470004	Tumor	-0.6
CPT0011410003	Tumor	-0.7
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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 HPA064978	Antibody CAB033965
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