Expression of STAG2 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

STAG2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 23.58

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

19.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	50.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	45.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	43.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	39.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	36.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	36.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	36.2
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	34.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	33.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	32.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	31.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	29.6
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	29.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	29.1
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	27.9
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	26.2
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	25.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	25.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	24.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	24.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	24.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	22.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	22.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	22.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	22.2
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	22.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	21.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	20.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	19.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	18.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	17.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	16.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	16.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	15.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	15.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	15.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	15.5
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	15.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	14.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	14.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	13.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	13.1
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	12.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	12.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	12.3
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	11.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	11.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	11.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	11.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	11.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	11.1
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	11.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	10.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	9.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	9.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	8.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	8.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	8.0
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	8.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	7.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	7.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	5.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	5.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STAG2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.08

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

25.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	98.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	81.2
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	74.3
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	73.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	69.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	64.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	64.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	63.9
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	63.5
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	61.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	60.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	57.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	56.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	54.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	54.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	53.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	53.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	51.2
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	50.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	50.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	50.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	49.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	49.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	49.2
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	49.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	47.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	47.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	47.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	47.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	47.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	46.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	46.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	46.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	46.3
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	46.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	45.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	45.4
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	45.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	44.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	44.7
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	44.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	44.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	44.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	43.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	43.9
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	43.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	43.5
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	43.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	42.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	42.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	42.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	42.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	42.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	42.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	42.4
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	42.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	42.3
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	41.8
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	41.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	41.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	41.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	40.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	40.7
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	40.7
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	40.7
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	40.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	40.4
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	40.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	40.3
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	40.2
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	40.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	39.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	39.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	39.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	39.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	39.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	39.2
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	39.1
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	38.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	38.5
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	38.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	38.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	38.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	37.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	37.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	37.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	37.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	37.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	37.4
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	37.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	37.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	37.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	37.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	37.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	37.0
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	36.9
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	36.7
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	36.7
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	36.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	36.2
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	36.1
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	36.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	35.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	35.9
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	35.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	35.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	35.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	35.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	35.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	35.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	35.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	35.4
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	35.4
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	35.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	34.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	34.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	34.8
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	34.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	34.7
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	34.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	34.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	34.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	34.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	34.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	34.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	34.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	34.1
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	33.8
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	33.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	33.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	33.4
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	33.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	33.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	33.3
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	33.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	33.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	33.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	33.1
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	33.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	32.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	32.8
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	32.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	32.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	32.6
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	32.5
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	32.4
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	32.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	32.4
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	32.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	32.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	32.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	32.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	32.3
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	32.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	32.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	32.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	32.0
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	32.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	31.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	31.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	31.7
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	31.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	31.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	31.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	31.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	31.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	31.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	31.3
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	30.9
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	30.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	30.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	30.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	30.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	30.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	30.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	30.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	30.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	30.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	30.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	30.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	30.4
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	30.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	30.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	30.3
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	30.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	30.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	30.0
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	29.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	29.7
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	29.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	29.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	29.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	29.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	29.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	29.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	29.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	29.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	29.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	29.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	29.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	29.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	29.0
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	29.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	29.0
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	28.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	28.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	28.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	28.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	28.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	28.7
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	28.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	28.5
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	28.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	28.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	28.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	28.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	28.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	28.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	28.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	28.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	28.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	28.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	27.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	27.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	27.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	27.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	27.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	27.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	27.4
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	27.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	27.3
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	27.3
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	27.2
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	26.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	26.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	26.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	26.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	26.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	26.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	26.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	26.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	26.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	26.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	26.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	26.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	26.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	26.2
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	26.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	26.0
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	25.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	25.9
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	25.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	25.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	25.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	25.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	25.4
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	25.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	25.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	25.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	25.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	25.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	25.0
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	25.0
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	24.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	24.9
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	24.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	24.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	24.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	24.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	24.6
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	24.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	24.2
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	24.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	24.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	24.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	23.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	23.6
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	23.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	23.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	23.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	23.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	23.0
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	23.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	23.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	23.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	22.9
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	22.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	22.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	22.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	22.6
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	22.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	22.5
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	22.4
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	22.4
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	22.3
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	22.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	22.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	22.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	22.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	22.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	21.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	21.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	21.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	21.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	21.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	21.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	21.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	20.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	20.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	20.8
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	20.8
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	20.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	20.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	20.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	20.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	20.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	20.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	20.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	20.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	20.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	20.5
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	20.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	20.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	20.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	20.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	20.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	19.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	19.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	19.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	19.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	19.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	19.7
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	19.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	19.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	19.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	19.4
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	19.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	19.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	19.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	19.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	19.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	19.1
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	19.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	19.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	19.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	19.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	18.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	18.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	18.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	18.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	18.5
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	18.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	18.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	18.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	18.1
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	18.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	18.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	17.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	17.8
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	17.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	17.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	17.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	17.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	17.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	17.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	17.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	17.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	17.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	17.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	17.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	17.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	17.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	17.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	17.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	16.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	16.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	16.9
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	16.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	16.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	16.8
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	16.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	16.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	16.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	16.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	16.4
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	16.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	16.3
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	16.2
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	16.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	16.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	16.1
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	16.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	16.0
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	16.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	15.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	15.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	15.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	15.7
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	15.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	15.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	15.4
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	15.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	15.3
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	15.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	15.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	15.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	14.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	14.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	14.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	14.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	14.4
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	14.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	14.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	14.4
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	14.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	14.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	13.9
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	13.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	13.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	13.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	13.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	13.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	13.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	13.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	13.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	13.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	13.2
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	13.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	13.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	12.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	12.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	12.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	12.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	12.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	12.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	12.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	12.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	12.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	12.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	12.1
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	12.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	12.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	12.1
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	12.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	12.0
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	12.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	12.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	12.0
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	11.8
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	11.6
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	11.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	11.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	11.3
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	11.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	11.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	11.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	11.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	11.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	11.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	10.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	10.9
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	10.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	10.5
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	10.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	10.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	10.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	10.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	10.0
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	10.0
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	9.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	9.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	9.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	9.6
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	9.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	9.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	9.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.4
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	9.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	9.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	9.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	9.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	9.0
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	8.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	8.7
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	8.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	8.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	8.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	8.4
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	8.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	8.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	8.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	8.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	7.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	7.9
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	7.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	7.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	7.6
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	7.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	7.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	7.2
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	6.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	6.8
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	6.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	6.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	6.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	6.1
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	6.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	6.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	5.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	5.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	5.2
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.7
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.6
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	3.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	3.0
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	2.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STAG2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 27.18

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

35.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	110.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	79.9
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	60.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	58.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	57.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	57.4
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	55.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	54.3
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	54.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	52.4
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	52.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	51.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	51.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	51.1
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	50.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	49.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	47.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	47.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	46.3
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	45.6
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	45.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	45.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	44.6
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	44.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	44.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	43.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	43.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	43.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	43.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	42.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	42.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	42.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	42.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	41.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	41.4
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	40.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	40.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	40.1
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	38.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	38.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	38.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	38.1
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	37.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	37.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	36.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	36.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	35.8
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	35.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	35.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	35.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	35.0
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	34.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	34.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	33.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	33.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	33.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	32.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	32.4
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	32.2
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	31.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	30.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	30.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	30.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	30.1
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	29.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	29.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	29.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	28.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	28.4
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	28.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	27.7
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	27.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	27.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	26.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	26.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	25.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	25.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	24.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	24.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	23.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	22.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	22.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	22.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	22.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	20.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	19.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	19.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	19.6
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	19.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	19.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	18.2
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	18.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	16.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	15.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	15.1
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	15.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	14.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	13.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	13.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	8.6
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STAG2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.69

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

16.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	93.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	70.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	45.7
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	43.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	43.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	41.9
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	41.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	39.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	39.7
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	39.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	39.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	37.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	37.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	36.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	35.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	35.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	35.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	34.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	34.0
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	32.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	32.6
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	32.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	32.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	31.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	31.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	31.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	31.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	30.1
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	29.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	29.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	29.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	29.0
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	28.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	28.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	28.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	28.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	27.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	26.8
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	26.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	26.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	26.6
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	25.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	25.6
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	25.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	24.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	24.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	24.1
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	23.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	23.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	23.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	23.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	22.9
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	22.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	22.3
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	22.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	22.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	21.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	21.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	21.8
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	21.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	21.6
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	21.3
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	21.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	20.7
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	20.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	20.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	20.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	20.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	20.1
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	19.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	19.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	19.4
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	19.4
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	19.4
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	19.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	19.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	18.8
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	18.7
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	18.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	18.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	18.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	18.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	18.5
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	18.4
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	18.4
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	18.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	18.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	18.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	18.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	18.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	17.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	17.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	17.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	17.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	16.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	16.9
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	16.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	16.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	16.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	16.3
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	16.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	15.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	15.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	15.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	15.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	15.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	15.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	15.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	15.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	15.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	15.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	15.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	15.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	15.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	15.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	15.0
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	14.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	14.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	14.7
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	14.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	14.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	14.6
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	14.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	14.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	14.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	14.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	14.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	14.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	14.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	14.3
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	14.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	14.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	14.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	13.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	13.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	13.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	13.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	13.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	13.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	13.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	13.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	13.3
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	13.3
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	13.3
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	13.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	13.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	13.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	13.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	13.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	13.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	12.8
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	12.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	12.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	12.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	12.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	12.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	12.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	12.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	12.5
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	12.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	12.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	12.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	12.3
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	12.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	12.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	12.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	12.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	12.0
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	12.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	12.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	11.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	11.9
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	11.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	11.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	11.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	11.5
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	11.4
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	11.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	11.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	11.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	11.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	11.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	11.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	10.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	10.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	10.7
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	10.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	10.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	10.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	10.5
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	10.4
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	10.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	10.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	10.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	10.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	10.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	10.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	10.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	9.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	9.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	9.8
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.8
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	9.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	9.6
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	9.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	9.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	9.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	9.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	9.3
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	9.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	9.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	9.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	9.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	9.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	9.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	9.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	8.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	8.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	8.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	8.6
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	8.5
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	8.4
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	8.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	8.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	8.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	8.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	8.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	8.2
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	8.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	8.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	8.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	7.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	7.8
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	7.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	7.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	7.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	7.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	7.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	7.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	7.6
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	7.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	7.3
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	7.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	7.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	7.1
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	7.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	7.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	6.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	6.9
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	6.7
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	6.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	6.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	6.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	6.1
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	6.0
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	5.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	5.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	5.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	5.5
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	5.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	5.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	5.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	4.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	4.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	4.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	4.6
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	4.6
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	4.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	4.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	3.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	3.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	3.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	3.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	3.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	2.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	1.2
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0014450004	Tumor	0.7
CPT0006440003	Tumor	0.6
CPT0014370004	Tumor	0.6
CPT0078990003	Tumor	0.5
CPT0077110003	Tumor	0.5
CPT0026410003	Tumor	0.5
CPT0085670003	Tumor	0.5
CPT0012180003	Tumor	0.5
CPT0012640003	Normal	0.5
CPT0009060003	Tumor	0.4
CPT0088970003	Tumor	0.4
CPT0086870003	Tumor	0.4
CPT0079300001	Normal	0.4
CPT0001230001	Normal	0.4
CPT0088630003	Tumor	0.4
CPT0088760003	Tumor	0.3
CPT0012080003	Tumor	0.3
CPT0024670003	Tumor	0.3
CPT0025350003	Tumor	0.3
CPT0010160003	Tumor	0.3
CPT0012370003	Tumor	0.3
CPT0001340003	Tumor	0.3
CPT0079230003	Tumor	0.3
CPT0092190003	Normal	0.3
CPT0081600003	Tumor	0.3
CPT0001540009	Tumor	0.3
CPT0025580004	Tumor	0.3
CPT0077320001	Normal	0.3
CPT0065870003	Tumor	0.3
CPT0010110003	Tumor	0.3
CPT0086820003	Tumor	0.3
CPT0088550004	Tumor	0.3
CPT0079270003	Tumor	0.3
CPT0001260009	Tumor	0.2
CPT0081990003	Tumor	0.2
CPT0075170001	Normal	0.2
CPT0088900003	Tumor	0.2
CPT0079410003	Tumor	0.2
CPT0086950003	Tumor	0.2
CPT0000780007	Tumor	0.2
CPT0084590001	Normal	0.2
CPT0023690003	Tumor	0.2
CPT0079180003	Tumor	0.2
CPT0001510001	Normal	0.2
CPT0000870016	Tumor	0.2
CPT0075720003	Tumor	0.2
CPT0010120001	Normal	0.2
CPT0000640003	Tumor	0.2
CPT0017850003	Tumor	0.2
CPT0077490003	Tumor	0.2
CPT0078830003	Tumor	0.1
CPT0025880003	Tumor	0.1
CPT0079480003	Tumor	0.1
CPT0001270001	Normal	0.1
CPT0092160003	Tumor	0.1
CPT0024680001	Normal	0.1
CPT0015910003	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0006630003	Tumor	0.1
CPT0009020003	Normal	0.1
CPT0025170003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0025920001	Normal	0.1
CPT0086830003	Normal	0.1
CPT0069190001	Normal	0.1
CPT0025290003	Tumor	0.1
CPT0009000003	Tumor	0.1
CPT0069000003	Tumor	0.1
CPT0001180009	Tumor	0.1
CPT0079510001	Normal	0.1
CPT0063630003	Tumor	0.1
CPT0025110003	Tumor	0.1
CPT0075130003	Tumor	0.1
CPT0088640003	Normal	0.1
CPT0071150004	Tumor	0.1
CPT0092730003	Tumor	0.1
CPT0065690003	Tumor	0.1
CPT0001550001	Normal	0.1
CPT0084560003	Tumor	0.1
CPT0023350003	Tumor	0.1
CPT0002370001	Normal	0.1
CPT0012920003	Normal	0.1
CPT0078930003	Tumor	0.1
CPT0065430003	Tumor	0.1
CPT0088570001	Normal	0.1
CPT0014130001	Normal	0.1
CPT0011240003	Tumor	0.1
CPT0002350011	Tumor	0.1
CPT0092310003	Normal	0.0
CPT0064400001	Normal	0.0
CPT0006530001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0086370003	Normal	0.0
CPT0019160001	Normal	0.0
CPT0065810003	Tumor	0.0
CPT0009080003	Normal	0.0
CPT0079000001	Normal	0.0
CPT0007870001	Normal	0.0
CPT0025230003	Tumor	0.0
CPT0086360003	Tumor	0.0
CPT0015810003	Tumor	0.0
CPT0063330001	Normal	0.0
CPT0025610001	Normal	0.0
CPT0088690003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0017450001	Normal	N/A
CPT0025050003	Tumor	0.0
CPT0007320003	Tumor	0.0
CPT0001220008	Tumor	0.0
CPT0012770003	Normal	0.0
CPT0088500001	Normal	0.0
CPT0066470004	Tumor	0.0
CPT0000660001	Normal	0.0
CPT0000790001	Normal	0.0
CPT0006900003	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0078670001	Normal	0.0
CPT0078940001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0007470001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0075560003	Tumor	0.0
CPT0088710001	Normal	0.0
CPT0086030003	Tumor	0.0
CPT0066520001	Normal	0.0
CPT0077500001	Normal	0.0
CPT0082010001	Normal	0.0
CPT0018250001	Normal	0.0
CPT0065450001	Normal	0.0
CPT0077310003	Tumor	0.0
CPT0014350001	Normal	0.0
CPT0092740003	Normal	0.0
CPT0012280003	Tumor	-0.1
CPT0007860003	Tumor	-0.1
CPT0012670003	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0081620001	Normal	-0.1
CPT0065930003	Tumor	-0.1
CPT0013790003	Normal	-0.1
CPT0012900004	Tumor	-0.1
CPT0069160003	Tumor	-0.1
CPT0015730003	Tumor	-0.1
CPT0012090003	Normal	-0.1
CPT0079380003	Tumor	-0.1
CPT0088780001	Normal	-0.1
CPT0025060001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0078660003	Tumor	-0.1
CPT0089040001	Normal	-0.1
CPT0017410003	Tumor	-0.1
CPT0026420001	Normal	-0.1
CPT0012570003	Normal	-0.1
CPT0023360001	Normal	-0.1
CPT0023710001	Normal	-0.1
CPT0089480003	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0063640001	Normal	-0.1
CPT0078800003	Tumor	-0.1
CPT0087050003	Normal	-0.1
CPT0079430001	Normal	-0.1
CPT0020130001	Normal	-0.1
CPT0076330003	Tumor	-0.1
CPT0063320003	Tumor	-0.1
CPT0006950001	Normal	-0.1
CPT0010170001	Normal	-0.1
CPT0066480003	Tumor	-0.1
CPT0078840001	Normal	-0.1
CPT0092800003	Normal	-0.1
CPT0019990003	Tumor	-0.1
CPT0020020001	Normal	-0.1
CPT0078530001	Normal	-0.2
CPT0081880003	Tumor	-0.2
CPT0000890001	Normal	-0.2
CPT0089020003	Tumor	-0.2
CPT0088920001	Normal	-0.2
CPT0088480003	Tumor	-0.2
CPT0001190001	Normal	-0.2
CPT0001350001	Normal	-0.2
CPT0092290003	Tumor	-0.2
CPT0021240003	Tumor	-0.2
CPT0014160003	Tumor	-0.2
CPT0014470001	Normal	-0.2
CPT0020120003	Tumor	-0.2
CPT0066430001	Normal	-0.2
CPT0089460004	Tumor	-0.2
CPT0077140001	Normal	-0.3
CPT0076350001	Normal	-0.3
CPT0078510003	Tumor	-0.3
CPT0064370003	Tumor	-0.3
CPT0011410003	Tumor	-0.4
CPT0002270011	Tumor	-0.4
CPT0012550003	Tumor	-0.4
CPT0001500009	Tumor	-0.4
CPT0065750003	Tumor	-0.9
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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 HPA002857
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
Adenocarcinoma, uncertain malignant potential