Expression of HDDC2 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

HDDC2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 40.84

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

45.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	150.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	128.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	104.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	101.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	96.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	87.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	87.1
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	76.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	72.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	66.9
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	63.8
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	62.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	61.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	61.0
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	59.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	58.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	57.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	54.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	51.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	48.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	46.7
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	46.4
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	45.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	43.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	43.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	41.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	41.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	40.3
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	39.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	38.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	37.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	36.5
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	36.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	36.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	34.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	33.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	33.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	32.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	32.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	32.3
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	31.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	31.7
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	31.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	31.3
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	30.9
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	30.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	27.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	26.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	26.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	26.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	25.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	25.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	25.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	24.7
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	24.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	24.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	23.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	21.6
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	21.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	20.7
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	18.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	18.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	15.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	11.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

HDDC2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 42.6

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

41.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	116.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	107.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	100.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	91.4
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	86.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	86.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	84.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	83.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	78.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	75.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	74.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	74.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	74.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	74.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	72.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	70.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	70.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	69.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	69.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	69.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	67.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	67.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	66.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	66.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	64.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	64.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	64.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	64.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	63.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	63.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	63.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	62.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	62.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	61.9
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	61.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	61.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	60.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	60.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	59.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	59.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	59.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	59.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	58.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	58.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	58.8
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	58.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	57.9
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	57.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	57.4
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	57.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	57.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	57.1
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	56.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	56.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	56.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	56.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	56.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	56.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	56.1
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	56.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	55.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	55.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	55.6
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	55.6
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	55.2
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	55.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	55.0
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	54.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	54.6
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	54.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	54.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	54.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	54.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	54.0
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	53.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	53.9
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	53.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	53.6
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	53.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	53.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	53.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	53.3
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	53.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	53.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	53.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	52.8
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	52.8
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	52.8
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	52.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	52.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	52.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	52.1
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	52.1
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	51.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	51.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	51.7
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	51.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	51.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	51.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	51.4
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	51.4
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	51.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	51.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	50.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	50.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	50.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	50.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	50.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	50.5
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	50.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	50.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	50.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	49.9
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	49.9
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	49.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	49.8
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	49.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	49.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	49.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	49.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	49.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	49.1
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	49.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	48.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	48.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	48.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	48.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	48.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	48.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	48.3
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	48.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	48.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	48.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	48.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	48.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	47.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	47.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	47.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	47.8
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	47.7
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	47.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	47.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	47.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	47.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	47.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	47.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	47.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	46.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	46.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	46.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	46.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	46.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	46.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	46.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	46.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	46.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	46.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	46.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	46.3
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	46.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	46.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	46.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	46.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	45.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	45.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	45.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	45.9
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	45.8
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	45.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	45.7
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	45.5
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	45.4
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	45.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	45.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	45.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	45.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	45.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	45.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	45.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	44.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	44.8
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	44.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	44.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	44.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	44.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	44.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	44.4
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	44.3
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	44.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	44.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	44.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	44.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	44.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	44.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	44.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	44.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	44.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	43.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	43.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	43.7
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	43.7
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	43.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	43.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	43.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	43.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	43.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	43.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	43.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	43.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	43.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	43.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	43.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	42.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	42.8
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	42.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	42.8
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	42.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	42.7
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	42.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	42.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	42.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	42.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	42.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	42.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	42.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	42.2
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	42.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	42.1
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	42.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	42.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	42.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	41.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	41.7
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	41.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	41.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	41.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	41.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	41.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	41.5
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	41.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	41.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	41.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	41.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	41.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	41.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	41.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	41.1
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	41.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	41.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	41.0
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	40.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	40.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	40.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	40.7
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	40.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	40.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	40.1
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	40.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	40.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	39.8
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	39.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	39.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	39.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	39.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	39.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	39.5
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	39.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	39.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	39.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	39.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	39.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	39.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	39.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	39.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	39.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	38.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	38.7
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	38.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	38.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	38.6
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	38.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	38.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	38.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	38.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	38.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	38.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	38.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	38.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	38.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	37.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	37.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	37.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	37.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	37.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	37.7
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	37.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	37.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	37.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	37.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	37.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	37.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	37.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	37.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	37.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	37.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	37.2
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	37.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	37.1
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	37.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	37.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	36.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	36.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	36.8
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	36.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	36.7
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	36.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	36.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	36.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	36.3
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	36.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	36.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	36.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	35.9
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	35.9
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	35.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	35.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	35.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	35.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	35.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	35.7
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	35.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	35.6
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	35.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	35.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	35.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	35.4
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	35.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	35.4
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	35.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	35.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	35.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	35.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	35.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	35.1
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	35.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	34.9
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	34.9
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	34.9
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	34.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	34.6
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	34.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	34.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	34.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	34.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	34.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	34.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	34.4
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	34.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	34.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	34.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	34.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	33.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	33.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	33.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	33.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	33.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	33.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	33.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	33.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	33.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	33.3
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	33.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	33.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	33.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	32.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	32.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	32.6
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	32.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	32.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	32.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	32.2
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	32.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	32.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	32.1
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	32.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	32.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	32.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	32.0
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	32.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	32.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	31.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	31.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	31.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	31.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	31.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	31.8
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	31.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	31.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	31.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	31.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	31.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	31.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	31.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	31.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	31.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	30.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	30.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	30.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	30.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	30.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	30.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	30.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	30.5
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	30.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	30.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	30.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	30.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	30.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	30.0
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	30.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	29.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	29.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	29.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	29.8
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	29.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	29.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	29.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	29.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	29.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	29.2
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	29.1
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	29.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	29.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	28.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	28.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	28.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	28.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	28.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	28.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	28.6
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	28.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	28.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	27.9
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	27.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	27.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	27.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	27.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	27.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	27.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	27.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	27.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	27.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	27.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	26.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	26.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	26.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	26.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	26.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	26.2
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	26.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	25.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	25.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	25.8
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	25.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	25.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	25.4
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	25.3
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	25.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	25.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	25.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	25.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	24.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	24.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	24.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	24.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	24.1
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	24.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	23.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	23.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	23.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	23.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	23.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	23.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	23.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	22.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	22.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	22.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	22.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	22.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	21.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	21.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	21.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	21.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	21.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	21.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	21.3
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	21.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	21.0
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	20.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	20.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	20.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	20.4
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	20.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	20.1
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	19.2
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	19.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	19.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	18.9
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	18.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	18.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	17.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	17.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	17.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	16.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	15.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	15.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	14.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	14.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	14.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	12.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

HDDC2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 35.89

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

39.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	116.0
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	66.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	63.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	61.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	58.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	55.2
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	51.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	50.9
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	50.7
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	50.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	50.6
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	50.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	50.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	49.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	49.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	49.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	49.1
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	48.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	48.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	48.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	47.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	46.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	46.1
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	46.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	45.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	45.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	44.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	44.5
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	44.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	44.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	43.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	43.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	43.4
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	43.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	42.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	41.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	41.6
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	41.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	41.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	40.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	40.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	40.3
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	40.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	40.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	40.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	39.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	39.2
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	39.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	39.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	38.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	38.1
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	38.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	37.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	37.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	37.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	37.0
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	37.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	37.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	36.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	36.8
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	36.3
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	35.9
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	35.9
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	35.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	35.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	35.1
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	33.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	33.9
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	33.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	33.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	32.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	32.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	32.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	31.9
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	31.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	31.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	30.9
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	30.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	30.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	30.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	29.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	29.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	29.0
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	28.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	27.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	26.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	26.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	26.3
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	26.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	25.9
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	25.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	25.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	25.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	24.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	24.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	23.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	21.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	21.4
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	20.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	17.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

HDDC2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 43.8

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

53.6

Number of samples

282

Samples

Sample	Description	TPM
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	243.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	122.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	117.7
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	111.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	105.8
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	105.7
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	101.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	100.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	99.8
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	99.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	95.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	95.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	94.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	93.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	92.8
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	90.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	90.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	88.4
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	88.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	87.8
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	83.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	83.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	83.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	82.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	81.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	81.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	81.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	80.8
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	79.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	79.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	77.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	77.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	76.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	74.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	74.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	74.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	73.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	72.9
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	72.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	72.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	71.9
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	71.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	71.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	71.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	70.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	70.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	70.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	70.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	68.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	68.3
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	68.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	67.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	67.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	67.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	67.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	67.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	66.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	66.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	66.3
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	66.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	66.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	65.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	65.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	65.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	65.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	65.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	64.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	64.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	64.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	64.2
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	63.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	63.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	63.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	63.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	63.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	63.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	62.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	62.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	62.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	62.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	62.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	61.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	61.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	61.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	61.1
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	61.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	60.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	60.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	60.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	60.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	60.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	59.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	59.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	59.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	59.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	59.1
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	58.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	58.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	58.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	58.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	58.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	58.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	57.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	57.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	57.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	57.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	56.8
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	56.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	56.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	56.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	56.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	56.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	55.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	55.8
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	55.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	55.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	55.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	55.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	54.9
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	54.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	54.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	54.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	54.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	54.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	54.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	54.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	53.8
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	53.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	53.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	53.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	53.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	53.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	53.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	53.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	52.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	52.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	52.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	52.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	51.4
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	51.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	51.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	50.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	50.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	50.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	50.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	50.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	50.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	50.1
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	50.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	49.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	49.7
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	49.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	49.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	49.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	49.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	48.7
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	48.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	48.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	48.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	48.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	48.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	48.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	48.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	47.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	47.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	47.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	47.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	47.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	46.8
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	46.8
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	46.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	46.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	46.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	46.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	46.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	46.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	46.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	45.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	45.9
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	45.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	45.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	45.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	45.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	45.0
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	44.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	44.8
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	44.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	44.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	44.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	44.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	43.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	43.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	43.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	43.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	43.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	43.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	43.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	43.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	43.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	42.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	42.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	42.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	42.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	42.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	42.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	42.3
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	42.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	42.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	41.9
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	41.5
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	41.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	40.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	40.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	40.6
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	40.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	40.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	40.2
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	39.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	39.1
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	38.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	38.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	38.3
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	37.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	37.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	37.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	37.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	37.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	37.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	37.2
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	36.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	36.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	36.1
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	36.1
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	36.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	35.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	34.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	34.8
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	33.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	33.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	32.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	32.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	32.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	32.0
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	32.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	31.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	31.2
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	31.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	30.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	30.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	30.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	30.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	29.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	29.1
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	28.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	28.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	27.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	27.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	27.6
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	27.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	26.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	26.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	26.3
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	25.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	25.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	25.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	24.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	24.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	24.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	24.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	24.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	22.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	22.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	21.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	21.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	20.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	19.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	16.4
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	12.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	11.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	11.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	10.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0000640003	Tumor	0.6
CPT0009080003	Normal	0.6
CPT0078930003	Tumor	0.6
CPT0009060003	Tumor	0.6
CPT0009020003	Normal	0.5
CPT0088970003	Tumor	0.5
CPT0012640003	Normal	0.5
CPT0088900003	Tumor	0.5
CPT0012080003	Tumor	0.5
CPT0021240003	Tumor	0.5
CPT0011240003	Tumor	0.5
CPT0065930003	Tumor	0.5
CPT0024680001	Normal	0.5
CPT0012770003	Normal	0.4
CPT0089020003	Tumor	0.4
CPT0001540009	Tumor	0.4
CPT0012900004	Tumor	0.4
CPT0025050003	Tumor	0.4
CPT0078940001	Normal	0.4
CPT0015810003	Tumor	0.4
CPT0069000003	Tumor	0.4
CPT0064370003	Tumor	0.4
CPT0089480003	Normal	0.3
CPT0025230003	Tumor	0.3
CPT0078510003	Tumor	0.3
CPT0025110003	Tumor	0.3
CPT0019990003	Tumor	0.3
CPT0009000003	Tumor	0.3
CPT0023710001	Normal	0.3
CPT0001500009	Tumor	0.3
CPT0077140001	Normal	0.3
CPT0012920003	Normal	0.3
CPT0086370003	Normal	0.3
CPT0012570003	Normal	0.3
CPT0001230001	Normal	0.3
CPT0007870001	Normal	0.3
CPT0069010001	Normal	0.3
CPT0078530001	Normal	0.3
CPT0078670001	Normal	0.3
CPT0018250001	Normal	0.3
CPT0025880003	Tumor	0.3
CPT0086890003	Normal	0.3
CPT0011410003	Tumor	0.2
CPT0006630003	Tumor	0.2
CPT0079430001	Normal	0.2
CPT0066470004	Tumor	0.2
CPT0064400001	Normal	0.2
CPT0015730003	Tumor	0.2
CPT0010170001	Normal	0.2
CPT0001550001	Normal	0.2
CPT0078660003	Tumor	0.2
CPT0063330001	Normal	0.2
CPT0020120003	Tumor	0.2
CPT0025920001	Normal	0.2
CPT0088550004	Tumor	0.2
CPT0024670003	Tumor	0.2
CPT0081620001	Normal	0.2
CPT0079510001	Normal	0.2
CPT0026420001	Normal	0.2
CPT0065450001	Normal	0.2
CPT0076330003	Tumor	0.2
CPT0012670003	Tumor	0.2
CPT0088570001	Normal	0.2
CPT0087050003	Normal	0.2
CPT0010160003	Tumor	0.2
CPT0000780007	Tumor	0.2
CPT0023360001	Normal	0.2
CPT0000870016	Tumor	0.2
CPT0001350001	Normal	0.2
CPT0006900003	Tumor	0.1
CPT0086830003	Normal	0.1
CPT0077500001	Normal	0.1
CPT0001510001	Normal	0.1
CPT0025610001	Normal	0.1
CPT0092740003	Normal	0.1
CPT0063320003	Tumor	0.1
CPT0020130001	Normal	0.1
CPT0002370001	Normal	0.1
CPT0013790003	Normal	0.1
CPT0066430001	Normal	0.1
CPT0082010001	Normal	0.1
CPT0086030003	Tumor	0.1
CPT0066480003	Tumor	0.1
CPT0087040003	Tumor	0.1
CPT0002270011	Tumor	0.1
CPT0000790001	Normal	0.1
CPT0079180003	Tumor	0.1
CPT0092290003	Tumor	0.1
CPT0023690003	Tumor	0.1
CPT0026410003	Tumor	0.1
CPT0086970003	Normal	0.1
CPT0085670003	Tumor	0.1
CPT0007470001	Normal	0.0
CPT0007860003	Tumor	0.0
CPT0025170003	Tumor	0.0
CPT0079380003	Tumor	0.0
CPT0007320003	Tumor	0.0
CPT0025580004	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0000890001	Normal	0.0
CPT0012090003	Normal	0.0
CPT0078990003	Tumor	0.0
CPT0089040001	Normal	0.0
CPT0088640003	Normal	0.0
CPT0086360003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0088920001	Normal	0.0
CPT0020020001	Normal	0.0
CPT0014350001	Normal	0.0
CPT0014160003	Tumor	0.0
CPT0025060001	Normal	0.0
CPT0081880003	Tumor	0.0
CPT0014450004	Tumor	0.0
CPT0006730001	Normal	0.0
CPT0075570001	Normal	0.0
CPT0077310003	Tumor	0.0
CPT0088780001	Normal	0.0
CPT0069160003	Tumor	0.0
CPT0001270001	Normal	0.0
CPT0001260009	Tumor	0.0
CPT0092730003	Tumor	0.0
CPT0002350011	Tumor	-0.1
CPT0088710001	Normal	-0.1
CPT0014470001	Normal	-0.1
CPT0066520001	Normal	-0.1
CPT0001220008	Tumor	-0.1
CPT0078840001	Normal	-0.1
CPT0079230003	Tumor	-0.1
CPT0088760003	Tumor	-0.1
CPT0077490003	Tumor	-0.1
CPT0079000001	Normal	-0.1
CPT0088500001	Normal	-0.1
CPT0063630003	Tumor	-0.1
CPT0075720003	Tumor	-0.1
CPT0014130001	Normal	-0.1
CPT0017410003	Tumor	-0.1
CPT0089460004	Tumor	-0.1
CPT0078800003	Tumor	-0.1
CPT0065690003	Tumor	-0.1
CPT0025350003	Tumor	-0.1
CPT0015910003	Tumor	-0.1
CPT0079300001	Normal	-0.1
CPT0001190001	Normal	-0.1
CPT0084590001	Normal	-0.2
CPT0092310003	Normal	-0.2
CPT0069190001	Normal	-0.2
CPT0000660001	Normal	-0.2
CPT0019130003	Tumor	-0.2
CPT0075130003	Tumor	-0.2
CPT0065430003	Tumor	-0.2
CPT0010120001	Normal	-0.2
CPT0075560003	Tumor	-0.2
CPT0012290003	Normal	-0.2
CPT0076350001	Normal	-0.2
CPT0012280003	Tumor	-0.2
CPT0065870003	Tumor	-0.2
CPT0071150004	Tumor	-0.2
CPT0086820003	Tumor	-0.2
CPT0086870003	Tumor	-0.3
CPT0017450001	Normal	-0.3
CPT0092160003	Tumor	-0.3
CPT0075170001	Normal	-0.3
CPT0088690003	Tumor	-0.3
CPT0019160001	Normal	-0.3
CPT0006950001	Normal	-0.3
CPT0079410003	Tumor	-0.3
CPT0086950003	Tumor	-0.3
CPT0081990003	Tumor	-0.3
CPT0025290003	Tumor	-0.3
CPT0081600003	Tumor	-0.3
CPT0012370003	Tumor	-0.3
CPT0006530001	Normal	-0.3
CPT0077320001	Normal	-0.3
CPT0010110003	Tumor	-0.3
CPT0079270003	Tumor	-0.4
CPT0065750003	Tumor	-0.4
CPT0065820001	Normal	-0.4
CPT0006440003	Tumor	-0.4
CPT0077110003	Tumor	-0.4
CPT0065810003	Tumor	-0.5
CPT0014370004	Tumor	-0.5
CPT0001340003	Tumor	-0.5
CPT0078830003	Tumor	-0.5
CPT0012180003	Tumor	-0.6
CPT0017850003	Tumor	-0.6
CPT0092790003	Tumor	-0.6
CPT0088480003	Tumor	-0.6
CPT0092190003	Normal	-0.6
CPT0088630003	Tumor	-0.7
CPT0012550003	Tumor	-0.7
CPT0084560003	Tumor	-0.8
CPT0023350003	Tumor	-0.8
CPT0001180009	Tumor	-0.9
CPT0092800003	Normal	-1.3
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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 HPA035677
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