Expression of MACF1 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

MACF1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 34.49

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

47.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	92.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	82.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	79.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	76.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	75.6
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	74.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	69.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	68.0
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	67.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	67.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	63.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	61.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	61.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	59.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	59.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	58.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	57.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	57.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	56.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	56.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	54.2
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	53.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	53.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	52.2
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	51.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	50.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	49.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	48.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	48.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	48.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	47.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	46.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	45.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	45.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	43.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	42.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	41.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	41.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	40.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	40.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	40.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	40.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	39.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	39.1
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	38.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	35.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	35.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	35.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	34.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	34.8
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	34.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	34.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	31.6
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	30.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	30.9
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	30.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	30.1
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	28.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	27.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	25.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	23.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	21.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	21.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	17.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MACF1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 50.29

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

47.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	174.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	138.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	122.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	120.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	112.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	105.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	101.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	98.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	96.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	92.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	91.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	91.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	88.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	88.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	88.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	87.6
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	86.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	86.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	86.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	86.2
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	85.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	84.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	84.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	82.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	82.0
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	81.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	81.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	80.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	80.3
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	78.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	77.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	77.9
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	77.6
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	77.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	77.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	76.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	76.2
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	75.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	75.4
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	75.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	75.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	74.7
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	74.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	73.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	73.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	72.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	72.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	72.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	72.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	72.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	72.2
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	72.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	71.8
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	71.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	70.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	70.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	70.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	69.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	69.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	69.5
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	69.3
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	69.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	69.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	68.9
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	68.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	68.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	68.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	68.6
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	68.5
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	68.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	68.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	67.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	67.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	66.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	66.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	66.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	66.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	66.2
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	66.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	66.0
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	65.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	65.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	65.4
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	65.3
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	65.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	65.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	65.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	65.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	65.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	65.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	64.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	64.6
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	64.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	63.8
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	63.7
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	63.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	63.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	63.6
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	63.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	63.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	63.3
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	63.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	63.0
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	63.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	62.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	62.7
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	62.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	62.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	61.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	61.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	61.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	61.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	61.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	61.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	61.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	61.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	61.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	61.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	61.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	61.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	60.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	60.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	60.6
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	60.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	60.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	60.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	60.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	60.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	60.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	60.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	60.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	60.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	60.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	59.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	59.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	59.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	59.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	59.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	59.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	59.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	59.1
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	58.3
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	58.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	58.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	58.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	58.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	58.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	57.9
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	57.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	57.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	57.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	57.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	57.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	57.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	57.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	56.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	56.1
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	55.9
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	55.9
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	55.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	55.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	55.6
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	55.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	55.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	55.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	54.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	54.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	54.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	54.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	54.4
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	54.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	54.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	54.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	54.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	54.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	53.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	53.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	53.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	53.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	52.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	52.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	52.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	52.4
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	52.4
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	52.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	52.2
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	52.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	52.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	52.0
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	52.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	51.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	51.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	51.5
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	51.4
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	51.0
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	51.0
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	50.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	50.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	50.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	50.5
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	50.5
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	50.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	50.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	50.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	50.2
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	50.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	50.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	50.1
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	50.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	50.0
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	49.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	49.4
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	49.4
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	49.2
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	49.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	48.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	48.7
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	48.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	48.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	48.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	48.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	48.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	48.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	48.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	48.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	48.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	47.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	47.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	47.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	47.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	47.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	47.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	47.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	47.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	47.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	47.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	46.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	46.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	46.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	46.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	46.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	46.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	46.6
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	46.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	46.3
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	46.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	46.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	46.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	45.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	45.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	45.9
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	45.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	45.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	45.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	45.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	45.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	45.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	45.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	45.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	45.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	45.2
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	45.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	44.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	44.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	44.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	44.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	44.7
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	44.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	43.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	43.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	43.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	43.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	43.7
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	43.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	43.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	43.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	43.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	43.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	43.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	43.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	43.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	42.7
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	42.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	42.6
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	42.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	42.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	42.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	42.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	41.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	41.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	41.9
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	41.8
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	41.7
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	41.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	41.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	41.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	41.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	41.3
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	41.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	41.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	41.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	41.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	41.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	40.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	40.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	40.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	40.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	40.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	40.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	40.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	40.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	40.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	40.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	40.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	40.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	40.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	39.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	39.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	39.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	39.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	39.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	39.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	38.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	38.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	38.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	38.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	38.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	38.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	38.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	38.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	38.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	38.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	38.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	38.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	38.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	38.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	38.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	38.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	38.1
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	38.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	37.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	37.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	37.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	37.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	37.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	37.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	37.0
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	37.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	36.9
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	36.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	36.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	36.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	36.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	36.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	36.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	36.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	36.1
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	36.0
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	36.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	36.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	35.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	35.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	35.3
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	35.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	35.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	35.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	35.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	34.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	34.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	34.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	34.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	34.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	34.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	34.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	34.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	34.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	34.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	34.0
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	33.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	33.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	33.8
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	33.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	33.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	33.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	33.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	33.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	33.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	33.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	33.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	32.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	32.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	32.9
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	32.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	32.7
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	32.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	32.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	32.4
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	32.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	32.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	32.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	32.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	32.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	32.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	31.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	31.9
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	31.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	31.6
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	31.6
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	31.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	31.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	31.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	31.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	31.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	31.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	30.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	30.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	30.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	30.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	30.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	30.1
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	30.1
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	30.1
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	29.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	29.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	29.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	29.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	29.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	29.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	29.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	29.0
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	29.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	28.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	28.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	28.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	28.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	28.3
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	28.3
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	28.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	27.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	27.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	27.4
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	27.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	27.2
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	27.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	27.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	27.0
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	26.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	26.8
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	26.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	26.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	26.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	26.3
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	26.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	26.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	26.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	26.0
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	25.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	25.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	25.4
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	25.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	25.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	25.1
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	25.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	25.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	25.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	24.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	24.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	24.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	24.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	24.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	24.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	24.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	24.1
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	24.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	23.9
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	23.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	23.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	23.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	22.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	22.7
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	22.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	22.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	22.4
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	22.4
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	22.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	22.3
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	22.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	21.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	21.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	21.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	21.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	21.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	21.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	20.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	20.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	20.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	19.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	19.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	19.4
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	19.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	19.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	19.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	18.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	18.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	17.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	17.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	17.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	16.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	16.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	16.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	16.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	16.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	15.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	14.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	13.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	13.3
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	11.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	10.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	10.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	4.2
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	3.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MACF1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 47.47

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

47.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	125.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	111.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	96.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	82.1
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	78.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	76.9
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	76.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	73.1
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	69.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	68.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	67.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	67.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	66.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	66.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	64.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	62.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	62.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	61.1
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	59.8
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	59.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	59.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	58.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	57.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	57.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	56.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	56.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	55.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	54.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	54.2
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	54.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	53.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	52.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	51.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	50.8
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	50.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	50.1
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	50.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	49.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	48.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	48.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	48.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	48.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	48.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	47.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	47.5
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	47.5
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	46.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	46.8
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	46.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	46.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	45.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	45.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	45.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	44.8
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	44.8
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	43.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	43.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	43.2
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	43.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	42.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	42.3
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	41.9
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	41.5
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	41.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	41.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	40.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	40.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	39.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	39.1
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	38.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	38.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	37.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	37.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	36.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	36.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	35.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	35.3
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	34.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	33.3
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	33.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	32.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	30.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	30.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	30.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	29.9
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	29.0
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	29.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	28.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	28.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	28.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	27.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	26.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	23.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	22.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	21.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	21.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	20.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	17.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	16.4
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	15.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MACF1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 40.93

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

50.9

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	225.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	121.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	119.6
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	114.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	112.9
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	112.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	112.3
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	112.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	105.6
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	101.5
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	101.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	97.8
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	96.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	96.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	93.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	93.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	92.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	91.6
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	88.8
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	87.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	86.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	84.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	84.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	82.6
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	81.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	80.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	79.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	78.7
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	77.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	77.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	76.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	75.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	75.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	75.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	74.4
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	73.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	72.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	72.2
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	71.2
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	71.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	70.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	69.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	68.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	68.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	67.9
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	67.9
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	66.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	66.5
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	66.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	66.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	65.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	65.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	65.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	64.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	64.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	64.4
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	64.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	63.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	62.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	62.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	62.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	62.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	61.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	61.7
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	60.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	60.6
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	60.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	60.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	60.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	59.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	59.5
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	59.4
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	59.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	59.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	58.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	58.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	58.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	58.2
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	58.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	58.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	58.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	57.8
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	57.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	57.5
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	57.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	57.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	56.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	56.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	56.6
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	56.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	55.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	55.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	55.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	55.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	55.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	55.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	55.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	55.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	54.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	54.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	54.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	54.6
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	54.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	54.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	53.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	53.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	53.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	53.6
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	53.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	53.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	53.1
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	53.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	53.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	52.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	52.8
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	52.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	52.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	52.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	52.1
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	51.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	51.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	51.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	51.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	50.8
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	50.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	50.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	50.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	50.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	49.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	49.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	49.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	49.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	49.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	48.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	48.3
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	48.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	47.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	47.7
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	47.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	47.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	46.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	46.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	46.7
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	46.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	46.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	46.4
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	46.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	45.9
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	45.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	45.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	45.7
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	45.7
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	45.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	45.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	45.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	45.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	45.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	44.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	44.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	44.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	44.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	43.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	43.6
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	43.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	42.9
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	42.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	42.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	42.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	42.7
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	42.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	42.4
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	42.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	42.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	42.3
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	42.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	42.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	41.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	41.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	41.6
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	41.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	41.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	41.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	40.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	40.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	40.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	40.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	40.1
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	39.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	39.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	39.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	39.0
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	38.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	38.7
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	38.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	38.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	37.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	37.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	37.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	37.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	37.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	37.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	37.1
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	37.0
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	36.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	36.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	36.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	36.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	36.1
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	36.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	35.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	35.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	35.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	35.2
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	35.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	35.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	35.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	34.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	34.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	34.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	34.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	34.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	34.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	34.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	34.1
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	33.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	33.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	33.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	33.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	33.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	32.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	32.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	32.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	32.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	32.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	32.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	32.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	32.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	31.1
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	30.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	30.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	29.7
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	29.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	29.5
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	29.4
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	29.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	29.2
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	28.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	28.7
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	28.7
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	28.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	28.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	28.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	28.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	28.0
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	27.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	27.5
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	27.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	26.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	26.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	25.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	25.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	25.5
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	25.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	25.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	25.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	25.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	24.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	24.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	23.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	23.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	23.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	21.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	21.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	21.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	20.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	20.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	19.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	17.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	16.7
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	15.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	11.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	8.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079180003	Tumor	1.2
CPT0000640003	Tumor	0.7
CPT0078660003	Tumor	0.6
CPT0069160003	Tumor	0.6
CPT0069000003	Tumor	0.5
CPT0002270011	Tumor	0.5
CPT0088970003	Tumor	0.5
CPT0024670003	Tumor	0.5
CPT0009060003	Tumor	0.4
CPT0019130003	Tumor	0.4
CPT0001270001	Normal	0.4
CPT0025050003	Tumor	0.3
CPT0084560003	Tumor	0.3
CPT0012280003	Tumor	0.3
CPT0014370004	Tumor	0.3
CPT0066470004	Tumor	0.3
CPT0012370003	Tumor	0.3
CPT0001190001	Normal	0.3
CPT0009000003	Tumor	0.3
CPT0025230003	Tumor	0.2
CPT0092290003	Tumor	0.2
CPT0019990003	Tumor	0.2
CPT0015810003	Tumor	0.2
CPT0017850003	Tumor	0.2
CPT0010160003	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0025170003	Tumor	0.2
CPT0077320001	Normal	0.2
CPT0086870003	Tumor	0.2
CPT0079410003	Tumor	0.2
CPT0085670003	Tumor	0.2
CPT0001340003	Tumor	0.2
CPT0088630003	Tumor	0.2
CPT0017450001	Normal	0.2
CPT0084590001	Normal	0.2
CPT0021240003	Tumor	0.2
CPT0006630003	Tumor	0.2
CPT0014450004	Tumor	0.2
CPT0081600003	Tumor	0.2
CPT0020120003	Tumor	0.2
CPT0075560003	Tumor	0.1
CPT0065820001	Normal	0.1
CPT0063640001	Normal	0.1
CPT0006440003	Tumor	0.1
CPT0088480003	Tumor	0.1
CPT0018250001	Normal	0.1
CPT0079380003	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0079480003	Tumor	0.1
CPT0012090003	Normal	0.1
CPT0014160003	Tumor	0.1
CPT0006530001	Normal	0.1
CPT0089460004	Tumor	0.1
CPT0001260009	Tumor	0.1
CPT0079270003	Tumor	0.1
CPT0012670003	Tumor	0.1
CPT0065450001	Normal	0.1
CPT0077310003	Tumor	0.1
CPT0081880003	Tumor	0.1
CPT0025060001	Normal	0.1
CPT0077490003	Tumor	0.1
CPT0088760003	Tumor	0.1
CPT0076330003	Tumor	0.1
CPT0014130001	Normal	0.1
CPT0025290003	Tumor	0.1
CPT0012770003	Normal	0.1
CPT0000660001	Normal	0.1
CPT0092310003	Normal	0.1
CPT0001180009	Tumor	0.1
CPT0077500001	Normal	0.1
CPT0089040001	Normal	0.1
CPT0014350001	Normal	0.1
CPT0077110003	Tumor	0.1
CPT0092730003	Tumor	0.1
CPT0011240003	Tumor	0.1
CPT0012290003	Normal	0.1
CPT0063630003	Tumor	0.1
CPT0011410003	Tumor	0.1
CPT0065430003	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0026410003	Tumor	0.1
CPT0081990003	Tumor	0.1
CPT0001540009	Tumor	0.1
CPT0075170001	Normal	0.1
CPT0066430001	Normal	0.1
CPT0006900003	Tumor	0.1
CPT0088710001	Normal	0.1
CPT0086030003	Tumor	0.1
CPT0025350003	Tumor	0.1
CPT0078830003	Tumor	0.1
CPT0092190003	Normal	0.1
CPT0013790003	Normal	0.1
CPT0025110003	Tumor	0.1
CPT0023360001	Normal	0.0
CPT0000780007	Tumor	0.0
CPT0086830003	Normal	0.0
CPT0088920001	Normal	0.0
CPT0000890001	Normal	0.0
CPT0012920003	Normal	0.0
CPT0065810003	Tumor	0.0
CPT0001220008	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0001500009	Tumor	0.0
CPT0023710001	Normal	0.0
CPT0009020003	Normal	0.0
CPT0075720003	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0092800003	Normal	0.0
CPT0065750003	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0078510003	Tumor	0.0
CPT0079510001	Normal	0.0
CPT0012080003	Tumor	0.0
CPT0077140001	Normal	0.0
CPT0026420001	Normal	0.0
CPT0066480003	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0000870016	Tumor	0.0
CPT0009080003	Normal	0.0
CPT0023690003	Tumor	0.0
CPT0071150004	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0000790001	Normal	0.0
CPT0092790003	Tumor	0.0
CPT0082010001	Normal	0.0
CPT0012640003	Normal	0.0
CPT0025880003	Tumor	0.0
CPT0075130003	Tumor	0.0
CPT0001510001	Normal	0.0
CPT0006950001	Normal	0.0
CPT0023350003	Tumor	0.0
CPT0025580004	Tumor	0.0
CPT0025610001	Normal	0.0
CPT0087050003	Normal	0.0
CPT0092740003	Normal	0.0
CPT0010170001	Normal	0.0
CPT0069190001	Normal	0.0
CPT0006730001	Normal	0.0
CPT0078990003	Tumor	0.0
CPT0012550003	Tumor	0.0
CPT0012570003	Normal	0.0
CPT0078840001	Normal	0.0
CPT0065690003	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0025920001	Normal	0.0
CPT0069010001	Normal	0.0
CPT0079000001	Normal	0.0
CPT0012900004	Tumor	0.0
CPT0007470001	Normal	0.0
CPT0075570001	Normal	0.0
CPT0078940001	Normal	0.0
CPT0064370003	Tumor	0.0
CPT0078800003	Tumor	0.0
CPT0089480003	Normal	0.0
CPT0010110003	Tumor	0.0
CPT0086820003	Tumor	0.0
CPT0063320003	Tumor	0.0
CPT0019160001	Normal	0.0
CPT0076350001	Normal	0.0
CPT0020020001	Normal	0.0
CPT0078670001	Normal	0.0
CPT0081620001	Normal	0.0
CPT0010120001	Normal	0.0
CPT0086890003	Normal	-0.1
CPT0086370003	Normal	-0.1
CPT0079300001	Normal	-0.1
CPT0066520001	Normal	-0.1
CPT0001350001	Normal	-0.1
CPT0001550001	Normal	-0.1
CPT0086970003	Normal	-0.1
CPT0088640003	Normal	-0.1
CPT0007870001	Normal	-0.1
CPT0007860003	Tumor	-0.1
CPT0014470001	Normal	-0.1
CPT0002370001	Normal	-0.1
CPT0001230001	Normal	-0.1
CPT0065870003	Tumor	-0.1
CPT0078530001	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0063330001	Normal	-0.1
CPT0007320003	Tumor	-0.1
CPT0088690003	Tumor	-0.1
CPT0088500001	Normal	-0.1
CPT0088780001	Normal	-0.1
CPT0012180003	Tumor	-0.2
CPT0086950003	Tumor	-0.2
CPT0017410003	Tumor	-0.2
CPT0065930003	Tumor	-0.2
CPT0015730003	Tumor	-0.3
CPT0024680001	Normal	-0.3
CPT0088550004	Tumor	-0.3
CPT0079230003	Tumor	-0.4
CPT0002350011	Tumor	-0.4
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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 HPA013713	Antibody HPA068064
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