Expression of MAGT1 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

MAGT1 is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 45.69

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

36.4

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	102.1
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	83.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	63.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	60.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	59.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	58.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	58.4
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	56.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	55.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	52.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	52.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	51.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	51.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	51.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	51.1
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	50.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	49.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	48.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	46.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	45.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	45.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	44.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	43.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	43.6
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	42.8
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	40.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	40.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	40.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	38.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	38.5
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	38.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	36.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	35.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	33.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	33.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	33.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	30.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	30.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	29.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	26.7
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	26.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	26.4
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	26.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	24.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	23.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	22.4
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	21.9
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	21.6
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	21.3
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	20.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	20.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	19.9
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	19.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	19.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	18.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	17.2
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	17.1
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	16.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	15.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	14.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	9.1
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	7.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	6.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	3.4
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MAGT1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 31.28

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

38.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	181.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	117.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	99.8
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	97.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	89.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	87.3
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	86.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	82.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	81.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	76.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	75.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	74.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	73.7
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	73.2
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	69.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	69.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	68.3
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	67.7
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	67.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	66.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	66.4
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	66.1
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	65.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	65.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	64.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	63.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	63.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	63.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	63.2
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	63.1
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	63.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	63.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	62.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	62.8
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	62.6
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	62.4
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	62.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	62.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	61.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	61.6
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	61.3
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	61.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	60.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	60.4
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	60.4
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	60.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	60.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	60.1
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	59.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	59.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	59.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	58.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	58.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	57.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	57.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	56.9
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	56.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	56.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	56.4
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	56.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	56.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	55.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	55.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	55.7
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	55.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	55.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	55.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	55.1
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	54.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	54.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	54.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	54.6
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	54.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	54.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	54.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	54.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	53.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	53.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	53.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	53.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	53.5
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	53.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	53.3
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	53.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	53.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	53.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	53.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	53.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	53.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	53.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	52.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	52.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	52.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	52.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	51.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	51.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	51.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	51.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	51.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	51.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	51.2
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	51.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	51.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	50.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	50.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	50.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	50.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	50.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	50.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	50.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	49.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	49.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	49.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	49.7
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	49.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	49.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	49.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	48.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	48.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	48.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	48.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	48.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	48.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	48.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	48.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	48.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	47.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	47.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	47.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	47.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	47.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	47.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	47.5
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	47.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	47.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	47.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	47.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	47.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	46.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	46.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	46.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	46.6
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	46.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	46.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	46.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	46.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	46.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	46.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	46.0
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	46.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	45.9
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	45.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	45.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	45.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	45.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	45.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	45.4
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	45.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	45.2
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	45.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	44.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	44.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	44.7
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	44.7
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	44.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	44.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	44.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	44.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	44.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	44.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	44.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	44.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	44.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	44.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	44.3
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	44.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	44.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	43.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	43.8
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	43.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	43.8
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	43.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	43.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	43.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	43.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	43.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	43.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	43.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	42.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	42.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	42.7
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	42.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	42.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	42.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	42.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	42.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	42.3
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	42.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	42.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	42.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	42.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	42.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	41.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	41.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	41.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	41.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	41.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	41.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	41.6
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	41.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	41.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	41.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	41.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	41.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	41.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	41.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	40.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	40.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	40.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	40.8
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	40.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	40.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	40.7
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	40.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	40.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	40.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	40.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	40.3
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	40.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	40.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	40.2
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	40.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	40.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	40.0
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	39.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	39.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	39.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	39.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	39.7
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	39.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	39.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	39.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	39.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	39.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	39.3
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	39.1
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	39.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	39.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	39.0
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	38.9
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	38.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	38.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	38.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	38.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	38.5
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	38.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	38.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	38.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	38.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	38.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	38.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	38.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	38.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	38.0
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	38.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	37.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	37.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	37.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	37.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	37.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	37.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	37.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	37.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	37.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	37.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	37.4
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	37.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	37.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	37.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	37.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	37.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	37.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	37.1
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	37.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	36.9
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	36.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	36.8
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	36.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	36.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	36.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	36.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	36.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	36.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	36.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	36.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	35.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	35.9
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	35.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	35.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	35.6
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	35.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	35.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	35.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	35.1
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	35.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	34.9
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	34.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	34.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	34.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	34.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	34.5
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	34.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	34.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	34.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	34.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	34.4
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	34.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	34.2
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	34.0
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	34.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	33.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	33.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	33.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	33.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	33.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	33.3
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	33.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	33.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	33.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	33.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	33.1
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	33.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	32.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	32.9
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	32.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	32.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	32.7
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	32.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	32.5
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	32.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	32.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	32.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	32.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	32.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	31.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	31.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	31.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	31.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	31.7
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	31.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	31.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	31.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	31.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	31.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	31.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	31.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	30.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	30.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	30.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	30.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	30.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	30.4
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	30.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	30.2
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	30.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	30.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	30.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	30.0
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	29.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	29.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	29.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	29.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	29.8
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	29.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	29.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	29.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	29.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	29.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	29.4
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	29.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	29.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	29.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	29.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	29.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	29.0
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	28.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	28.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	28.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	28.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	28.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	28.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	28.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	27.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	27.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	27.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	27.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	27.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	27.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	27.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	27.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	27.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	27.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	27.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	27.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	27.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	27.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	26.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	26.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	26.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	26.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	26.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	26.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	26.0
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	25.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	25.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	25.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	25.4
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	25.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	25.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	25.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	25.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	25.0
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	24.9
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	24.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	24.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	24.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	24.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	24.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	24.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	23.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	23.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	23.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	23.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	23.3
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	23.2
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	23.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	22.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	22.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	22.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	22.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	22.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	22.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	22.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	22.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	22.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	22.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	21.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	21.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	21.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	21.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	21.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	21.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	21.0
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	20.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	20.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	20.2
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	19.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	19.7
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	19.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	19.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	19.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	19.3
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	19.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	19.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	18.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	18.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	18.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	18.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	18.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	18.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	18.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	18.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	18.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	17.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	17.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	17.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	17.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	17.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	17.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	16.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	16.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	16.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	16.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	16.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	15.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	15.8
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	15.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	15.7
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	15.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	15.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	14.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	14.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	14.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	13.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	13.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	13.7
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	13.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	13.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	13.0
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	13.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	12.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	12.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	12.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	12.3
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	11.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	11.5
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	11.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	11.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	10.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	10.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	10.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	10.4
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	10.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	10.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	9.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	9.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	9.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	8.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	8.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	6.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	4.8
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MAGT1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 38.36

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

46.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	87.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	82.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	77.4
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	75.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	73.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	71.2
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	70.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	70.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	66.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	66.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	65.6
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	65.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	64.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	62.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	62.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	60.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	60.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	60.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	57.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	57.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	56.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	56.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	55.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	55.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	54.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	54.0
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	53.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	53.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	53.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	52.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	52.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	52.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	51.8
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	50.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	50.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	50.3
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	50.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	50.0
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	49.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	48.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	48.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	47.9
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	47.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	47.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	46.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	45.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	45.6
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	45.5
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	45.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	45.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	44.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	44.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	44.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	43.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	43.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	43.4
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	42.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	42.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	42.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	42.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	41.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	41.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	41.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	41.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	40.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	39.8
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	38.9
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	38.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	38.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	38.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	38.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	38.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	37.8
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	37.8
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	37.8
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	37.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	37.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	37.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	36.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	36.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	35.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	33.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	32.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	32.3
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	31.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	30.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	30.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	30.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	29.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	29.4
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	26.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	26.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	26.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	25.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	25.1
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	24.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	23.3
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	21.4
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	20.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	16.8
Show allShow less

KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MAGT1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 39.48

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

31.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	98.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	86.8
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	82.9
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	80.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	75.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	73.6
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	71.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	71.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	66.6
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	66.4
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	65.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	63.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	63.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	62.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	62.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	61.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	60.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	60.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	59.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	59.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	58.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	57.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	55.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	55.0
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	54.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	54.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	53.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	53.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	53.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	50.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	50.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	50.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	50.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	49.6
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	49.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	49.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	49.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	48.8
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	48.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	48.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	48.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	48.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	47.7
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	47.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	46.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	46.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	45.4
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	45.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	44.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	44.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	44.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	44.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	43.8
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	43.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	43.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	43.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	43.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	42.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	42.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	42.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	42.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	42.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	42.1
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	42.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	41.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	41.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	41.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	40.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	40.7
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	40.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	40.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	39.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	39.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	39.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	39.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	39.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	39.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	39.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	39.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	39.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	39.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	39.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	38.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	38.5
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	38.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	38.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	38.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	37.9
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	37.8
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	37.6
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	37.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	36.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	36.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	36.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	36.6
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	36.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	36.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	36.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	36.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	36.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	36.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	36.0
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	35.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	35.6
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	35.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	35.1
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	35.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	34.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	34.6
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	34.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	34.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	34.1
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	34.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	33.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	33.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	33.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	32.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	32.9
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	32.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	32.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	32.4
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	32.3
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	31.8
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	31.6
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	31.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	31.4
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	31.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	31.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	31.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	30.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	30.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	30.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	29.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	29.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	29.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	29.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	29.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	29.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	29.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	29.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	29.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	29.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	29.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	28.4
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	28.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	28.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	28.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	28.1
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	27.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	27.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	27.7
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	27.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	27.4
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	26.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	26.9
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	26.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	26.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	26.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	26.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	26.1
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	26.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	26.1
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	25.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	25.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	25.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	25.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	25.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	25.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	24.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	24.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	24.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	24.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	24.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	24.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	23.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	23.7
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	23.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	23.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	23.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	23.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	23.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	23.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	22.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	22.9
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	22.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	22.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	22.4
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	22.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	22.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	22.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	21.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	21.7
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	21.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	21.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	20.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	20.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	20.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	20.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	20.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	20.3
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	20.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	20.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	20.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	19.9
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	19.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	19.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	19.2
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	19.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	19.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	19.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	19.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	19.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	19.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	19.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	18.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	18.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	18.7
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	18.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	18.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	18.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	18.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	18.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	18.3
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	18.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	17.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	17.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	17.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	17.2
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	17.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	17.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	16.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	16.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	16.3
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	16.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	16.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	15.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	15.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	15.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	15.5
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	15.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	15.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	14.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	14.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	14.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	14.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	14.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	14.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	13.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	13.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	13.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	13.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	13.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	13.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	12.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	12.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	12.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	12.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	12.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	12.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	12.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	12.2
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	11.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	11.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	11.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	11.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	10.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	10.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	10.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	9.6
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	9.6
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	9.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	9.2
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	9.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	8.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	8.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	7.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	7.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	6.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	6.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	6.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	6.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	5.3
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088550004	Tumor	1.6
CPT0023350003	Tumor	1.1
CPT0002350011	Tumor	1.0
CPT0001340003	Tumor	0.9
CPT0011410003	Tumor	0.7
CPT0012180003	Tumor	0.7
CPT0088690003	Tumor	0.7
CPT0001180009	Tumor	0.6
CPT0078800003	Tumor	0.6
CPT0088970003	Tumor	0.6
CPT0015730003	Tumor	0.6
CPT0081880003	Tumor	0.5
CPT0014160003	Tumor	0.4
CPT0075130003	Tumor	0.4
CPT0025110003	Tumor	0.4
CPT0025290003	Tumor	0.4
CPT0078660003	Tumor	0.4
CPT0025170003	Tumor	0.4
CPT0015810003	Tumor	0.4
CPT0092800003	Normal	0.3
CPT0002270011	Tumor	0.3
CPT0079270003	Tumor	0.3
CPT0076330003	Tumor	0.3
CPT0088920001	Normal	0.3
CPT0086820003	Tumor	0.3
CPT0023360001	Normal	0.3
CPT0092740003	Normal	0.3
CPT0006730001	Normal	0.3
CPT0063630003	Tumor	0.3
CPT0088630003	Tumor	0.3
CPT0088780001	Normal	0.3
CPT0010170001	Normal	0.3
CPT0079380003	Tumor	0.2
CPT0088710001	Normal	0.2
CPT0006950001	Normal	0.2
CPT0001260009	Tumor	0.2
CPT0012550003	Tumor	0.2
CPT0088480003	Tumor	0.2
CPT0065690003	Tumor	0.2
CPT0000790001	Normal	0.2
CPT0087040003	Tumor	0.2
CPT0088570001	Normal	0.2
CPT0092190003	Normal	0.2
CPT0084590001	Normal	0.2
CPT0088500001	Normal	0.2
CPT0092290003	Tumor	0.2
CPT0014450004	Tumor	0.2
CPT0086030003	Tumor	0.2
CPT0069160003	Tumor	0.2
CPT0077310003	Tumor	0.2
CPT0092730003	Tumor	0.2
CPT0078990003	Tumor	0.1
CPT0078840001	Normal	0.1
CPT0092160003	Tumor	0.1
CPT0089480003	Normal	0.1
CPT0086950003	Tumor	0.1
CPT0025230003	Tumor	0.1
CPT0065820001	Normal	0.1
CPT0012280003	Tumor	0.1
CPT0000660001	Normal	0.1
CPT0089040001	Normal	0.1
CPT0077320001	Normal	0.1
CPT0089020003	Tumor	0.1
CPT0065750003	Tumor	0.1
CPT0000890001	Normal	0.1
CPT0065930003	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0075720003	Tumor	0.1
CPT0081620001	Normal	0.1
CPT0001510001	Normal	0.1
CPT0086370003	Normal	0.1
CPT0065810003	Tumor	0.1
CPT0065450001	Normal	0.1
CPT0081600003	Tumor	0.1
CPT0001270001	Normal	0.1
CPT0086830003	Normal	0.1
CPT0025350003	Tumor	0.1
CPT0001190001	Normal	0.1
CPT0079300001	Normal	0.1
CPT0012290003	Normal	0.0
CPT0079410003	Tumor	0.0
CPT0079230003	Tumor	0.0
CPT0023710001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0088640003	Normal	0.0
CPT0065870003	Tumor	0.0
CPT0014350001	Normal	0.0
CPT0020120003	Tumor	0.0
CPT0064370003	Tumor	0.0
CPT0025050003	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0001230001	Normal	0.0
CPT0000640003	Tumor	0.0
CPT0064400001	Normal	0.0
CPT0082010001	Normal	0.0
CPT0078830003	Tumor	0.0
CPT0012670003	Tumor	0.0
CPT0066430001	Normal	0.0
CPT0065430003	Tumor	0.0
CPT0023690003	Tumor	0.0
CPT0086890003	Normal	0.0
CPT0079000001	Normal	0.0
CPT0021240003	Tumor	0.0
CPT0025920001	Normal	0.0
CPT0077140001	Normal	0.0
CPT0078940001	Normal	0.0
CPT0063330001	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0078930003	Tumor	-0.1
CPT0026420001	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0066520001	Normal	-0.1
CPT0078670001	Normal	-0.1
CPT0014370004	Tumor	-0.1
CPT0001350001	Normal	-0.1
CPT0019130003	Tumor	-0.1
CPT0089460004	Tumor	-0.1
CPT0069190001	Normal	-0.1
CPT0092310003	Normal	-0.1
CPT0015910003	Tumor	-0.1
CPT0010110003	Tumor	-0.1
CPT0079430001	Normal	-0.1
CPT0002370001	Normal	-0.1
CPT0007320003	Tumor	-0.1
CPT0063640001	Normal	-0.1
CPT0010120001	Normal	-0.1
CPT0088760003	Tumor	-0.1
CPT0025880003	Tumor	-0.1
CPT0079510001	Normal	-0.1
CPT0024670003	Tumor	-0.1
CPT0006630003	Tumor	-0.1
CPT0006530001	Normal	-0.1
CPT0066480003	Tumor	-0.1
CPT0025610001	Normal	-0.1
CPT0013790003	Normal	-0.1
CPT0007870001	Normal	-0.1
CPT0019990003	Tumor	-0.1
CPT0001550001	Normal	-0.1
CPT0086870003	Tumor	-0.1
CPT0085670003	Tumor	-0.1
CPT0071150004	Tumor	-0.2
CPT0019160001	Normal	-0.2
CPT0079480003	Tumor	-0.2
CPT0001220008	Tumor	-0.2
CPT0007470001	Normal	-0.2
CPT0020020001	Normal	-0.2
CPT0025580004	Tumor	-0.2
CPT0075560003	Tumor	-0.2
CPT0092790003	Tumor	-0.2
CPT0006440003	Tumor	-0.2
CPT0078530001	Normal	-0.2
CPT0014130001	Normal	-0.2
CPT0077110003	Tumor	-0.2
CPT0069000003	Tumor	-0.2
CPT0012090003	Normal	-0.2
CPT0007860003	Tumor	-0.3
CPT0000870016	Tumor	-0.3
CPT0025060001	Normal	-0.3
CPT0009000003	Tumor	-0.3
CPT0020130001	Normal	-0.3
CPT0012080003	Tumor	-0.3
CPT0075570001	Normal	-0.3
CPT0018250001	Normal	-0.3
CPT0010160003	Tumor	-0.3
CPT0014470001	Normal	-0.3
CPT0088900003	Tumor	-0.3
CPT0063320003	Tumor	-0.3
CPT0075170001	Normal	-0.4
CPT0017850003	Tumor	-0.4
CPT0084560003	Tumor	-0.4
CPT0066470004	Tumor	-0.4
CPT0001500009	Tumor	-0.4
CPT0012370003	Tumor	-0.4
CPT0078510003	Tumor	-0.4
CPT0012640003	Normal	-0.4
CPT0001540009	Tumor	-0.4
CPT0077490003	Tumor	-0.5
CPT0076350001	Normal	-0.5
CPT0026410003	Tumor	-0.5
CPT0017450001	Normal	-0.5
CPT0081990003	Tumor	-0.6
CPT0012570003	Normal	-0.6
CPT0000780007	Tumor	-0.6
CPT0012770003	Normal	-0.7
CPT0079180003	Tumor	-0.8
CPT0006900003	Tumor	-0.8
CPT0024680001	Normal	-0.8
CPT0009020003	Normal	-0.9
CPT0009060003	Tumor	-0.9
CPT0012900004	Tumor	-1.2
CPT0012920003	Normal	-1.2
CPT0009080003	Normal	-1.3
CPT0011240003	Tumor	-1.5
CPT0017410003	Tumor	-2.2
Show allShow less

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 HPA049851
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