Expression of DENND2D 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

DENND2D is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 26.29

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

21.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	57.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	49.2
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	47.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	42.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	38.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	37.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	37.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	36.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	36.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	35.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	33.1
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	32.6
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	31.5
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	30.9
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	30.7
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	30.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	29.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	27.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	26.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	26.2
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	25.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	25.3
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	24.4
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	23.5
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	22.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	22.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	22.1
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	21.5
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	21.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	20.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	19.8
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	19.8
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	19.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	19.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	18.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	18.2
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	17.6
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	17.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	16.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	16.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	15.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	15.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	15.5
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	14.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	14.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	13.6
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	13.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	13.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	12.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	12.8
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	12.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	12.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	12.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	11.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	11.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	10.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	9.7
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	8.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	7.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	6.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	4.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	2.8
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	1.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DENND2D is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.31

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

15.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	69.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	58.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	55.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	52.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	46.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	45.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	44.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	44.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	43.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	42.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	42.5
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	41.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	39.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	39.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	39.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	36.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	36.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	36.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	36.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	35.9
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	34.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	34.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	34.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	33.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	33.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	33.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	33.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	32.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	32.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	32.4
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	31.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	30.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	30.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	30.5
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	30.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	30.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	30.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	29.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	29.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	29.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	29.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	28.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	28.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	28.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	28.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	28.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	28.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	27.9
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	27.7
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	27.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	27.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	27.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	27.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	27.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	26.8
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	26.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	26.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	26.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	25.9
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	25.8
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	25.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	25.3
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	25.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	24.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	24.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	24.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	24.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	24.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	24.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	24.5
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	24.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	24.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	24.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	24.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	24.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	24.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	23.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	23.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	23.9
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	23.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	23.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	23.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	23.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	23.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	23.5
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	23.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	23.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	23.0
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	22.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	22.5
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	22.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	22.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	21.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	21.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	21.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	21.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	21.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	21.6
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	21.6
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	21.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	21.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	21.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	21.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	21.3
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	21.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	21.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	21.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	20.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	20.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	20.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	20.8
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	20.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	20.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	20.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	20.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	20.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	20.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	20.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	20.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	20.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	20.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	20.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	20.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	20.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	20.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	20.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	20.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	20.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	20.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	20.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	20.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	19.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	19.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	19.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	19.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	19.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	19.6
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	19.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	19.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	19.3
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	19.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	19.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	19.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	19.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	19.0
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	19.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	18.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	18.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	18.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	18.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	18.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	18.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	18.4
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	18.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	18.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	18.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	18.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	17.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	17.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	17.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	17.7
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	17.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	17.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	17.6
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	17.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	17.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	17.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	17.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	17.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	17.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	17.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	17.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	17.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	17.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	17.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	17.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	16.9
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	16.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	16.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	16.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	16.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	16.6
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	16.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	16.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	16.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	16.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	16.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	16.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	16.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	16.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	16.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	16.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	16.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	16.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	15.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	15.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	15.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	15.8
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	15.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	15.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	15.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	15.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	15.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	15.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	15.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	15.6
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	15.6
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	15.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	15.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	15.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	15.5
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	15.5
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	15.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	15.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	15.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	15.3
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	15.3
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	15.3
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	15.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	15.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	15.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	15.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	15.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	15.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	15.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	15.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	15.0
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	14.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	14.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	14.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	14.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	14.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	14.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	14.7
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	14.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	14.6
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	14.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	14.5
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	14.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	14.4
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	14.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	14.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	14.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	14.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	14.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	14.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	14.3
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	14.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	14.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	14.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	14.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	14.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	14.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	14.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	14.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	13.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	13.9
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	13.8
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	13.8
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	13.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	13.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	13.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	13.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	13.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	13.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	13.4
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	13.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	13.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	13.3
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	13.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	13.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	13.3
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	13.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	13.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	13.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	13.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	13.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	13.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	12.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	12.8
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	12.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	12.8
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	12.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	12.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	12.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	12.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	12.7
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	12.7
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	12.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	12.6
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	12.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	12.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	12.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	12.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	12.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	12.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	12.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	12.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	12.3
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	12.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	12.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	12.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	12.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	12.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	12.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	12.1
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	12.1
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	12.1
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	12.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	12.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	12.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	12.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	12.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	12.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	11.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	11.9
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	11.9
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	11.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	11.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	11.8
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	11.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	11.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	11.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	11.7
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	11.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	11.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	11.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	11.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	11.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	11.5
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	11.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	11.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	11.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	11.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	11.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	11.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	11.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	11.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	11.1
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	11.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	11.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	10.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	10.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	10.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	10.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	10.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	10.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	10.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	10.6
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	10.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	10.5
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	10.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	10.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	10.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	10.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	10.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	10.3
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	10.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	10.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	10.2
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	10.1
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	10.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	10.1
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	10.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	10.1
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	10.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	10.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	10.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	10.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	9.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	9.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	9.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	9.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	9.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	9.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	9.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	9.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	9.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	9.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	9.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	9.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	9.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	9.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	9.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	9.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	9.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	9.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	9.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	9.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	9.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	9.2
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	9.2
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	9.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	9.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	9.0
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	8.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	8.9
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	8.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	8.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	8.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	8.8
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	8.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	8.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	8.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	8.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	8.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	8.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	8.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	8.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	8.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	8.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	8.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	8.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	8.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	8.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	8.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	8.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	8.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	8.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	8.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	8.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	8.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	8.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	7.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	7.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	7.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	7.9
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	7.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	7.9
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	7.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	7.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	7.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	7.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	7.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	7.5
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	7.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	7.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	7.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	7.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	7.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	7.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	7.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	7.3
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	7.2
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	7.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	7.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	7.2
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	7.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	7.1
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	7.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	7.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	7.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	7.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	6.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	6.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	6.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	6.8
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	6.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	6.6
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	6.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	6.6
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	6.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	6.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	6.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	6.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	6.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	6.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	6.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	6.2
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	6.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	6.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	6.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	6.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	5.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	5.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	5.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	5.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	5.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	5.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	5.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	5.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	5.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	5.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	5.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	5.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	5.0
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	5.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	4.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	4.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	4.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	4.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	4.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	4.1
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	4.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	3.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	3.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	3.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	3.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	3.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	3.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	3.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	3.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	3.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	3.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	3.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	2.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	2.7
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	2.3
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	2.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	2.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	1.9
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	1.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	1.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	1.3
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	1.1
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DENND2D is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.05

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

21.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	63.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	54.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	54.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	47.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	46.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	45.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	41.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	37.8
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	37.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	37.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	37.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	36.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	35.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	35.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	33.1
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	32.8
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	32.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	31.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	30.1
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	29.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	29.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	29.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	28.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	27.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	27.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	26.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	25.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	25.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	24.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	24.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	24.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	24.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	23.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	22.8
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	22.5
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	22.4
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	22.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	22.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	21.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	21.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	21.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	20.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	20.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	20.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	20.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	20.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	20.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	19.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	19.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	19.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	18.9
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	18.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	18.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	18.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	18.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	18.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	18.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	17.7
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	17.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	17.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	17.1
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	17.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	16.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	16.6
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	16.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	16.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	15.6
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	15.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	15.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	15.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	14.8
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	14.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	14.2
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	13.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	13.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	13.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	13.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	13.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	13.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	13.0
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	12.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	12.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	12.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	12.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	11.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	11.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	11.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	11.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	11.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	10.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	10.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	10.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	10.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	9.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	9.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	9.1
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	7.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	7.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	6.4
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	5.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DENND2D is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.26

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

15.9

Number of samples

282

Samples

Sample	Description	TPM
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	151.6
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	64.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	63.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	58.1
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	46.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	45.6
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	45.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	45.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	42.1
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	40.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	40.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	40.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	38.0
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	38.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	36.6
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	36.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	35.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	33.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	31.7
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	31.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	31.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	31.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	30.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	30.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	30.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	29.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	29.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	29.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	29.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	29.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	29.2
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	29.0
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	27.7
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	27.5
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	27.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	27.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	27.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	27.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	26.9
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	26.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	26.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	25.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	25.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	25.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	25.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	25.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	24.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	24.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	24.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	24.6
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	24.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	23.9
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	23.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	23.4
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	23.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	23.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	23.0
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	22.6
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	22.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	22.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	21.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	21.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	21.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	21.5
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	21.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	21.4
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	21.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	21.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	21.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	21.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	21.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	20.9
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	20.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	20.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	20.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	20.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	20.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	20.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	20.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	20.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	19.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	19.7
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	19.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	19.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	19.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	19.6
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	19.4
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	19.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	19.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	19.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	18.6
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	18.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	18.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	18.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	18.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	17.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	17.7
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	17.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	17.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	17.1
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	17.1
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	17.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	17.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	17.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	16.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	16.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	16.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	16.4
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	16.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	16.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	16.2
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	16.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	16.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	15.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	15.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	15.8
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	15.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	15.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	15.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	15.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	15.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	15.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	15.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	15.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	15.2
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	15.1
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	15.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	14.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	14.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	14.6
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	14.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	14.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	14.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	14.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	14.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	14.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	14.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	13.9
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	13.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	13.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	13.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	13.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	13.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	13.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	13.5
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	13.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	13.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	13.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	13.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	13.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	13.1
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	13.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	13.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	13.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	12.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	12.8
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	12.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	12.6
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	12.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	12.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	12.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	12.4
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	12.3
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	12.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	12.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	12.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	12.1
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	12.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	12.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	11.9
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	11.9
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	11.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	11.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	11.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	11.4
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	11.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	11.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	11.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	11.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	10.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	10.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	10.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	10.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	10.4
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	10.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	10.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	9.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	9.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	9.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	9.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	9.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	9.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	9.3
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	9.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	9.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	8.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	8.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	8.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	8.6
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	8.2
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	8.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	7.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	7.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	7.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	7.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	7.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	7.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	7.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	7.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	7.5
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	7.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	7.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	7.2
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	7.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	7.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	6.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	6.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	6.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	6.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	6.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	6.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	6.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	6.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	6.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	6.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	6.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	6.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	6.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	5.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	5.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	5.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	5.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	5.6
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	5.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	5.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	5.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	5.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	4.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	4.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	4.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	4.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	4.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	4.3
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	4.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	4.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	4.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	4.0
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	4.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	4.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	3.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.4
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	3.4
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	2.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	2.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	2.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	2.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	2.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	2.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.0
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	1.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	1.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	1.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	1.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	1.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	0.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	0.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079180003	Tumor	1.4
CPT0078660003	Tumor	1.0
CPT0001180009	Tumor	0.9
CPT0065430003	Tumor	0.6
CPT0025050003	Tumor	0.6
CPT0092160003	Tumor	0.6
CPT0065930003	Tumor	0.6
CPT0001540009	Tumor	0.6
CPT0078990003	Tumor	0.5
CPT0015730003	Tumor	0.5
CPT0012640003	Normal	0.4
CPT0012280003	Tumor	0.4
CPT0079380003	Tumor	0.3
CPT0078530001	Normal	0.3
CPT0086360003	Tumor	0.3
CPT0009020003	Normal	0.3
CPT0087040003	Tumor	0.3
CPT0063320003	Tumor	0.3
CPT0092800003	Normal	0.3
CPT0010110003	Tumor	0.3
CPT0069190001	Normal	0.3
CPT0020120003	Tumor	0.3
CPT0023690003	Tumor	0.3
CPT0001220008	Tumor	0.3
CPT0086820003	Tumor	0.3
CPT0079300001	Normal	0.2
CPT0006900003	Tumor	0.2
CPT0063330001	Normal	0.2
CPT0092290003	Tumor	0.2
CPT0088920001	Normal	0.2
CPT0064370003	Tumor	0.2
CPT0002370001	Normal	0.2
CPT0079510001	Normal	0.2
CPT0025350003	Tumor	0.2
CPT0002350011	Tumor	0.2
CPT0088480003	Tumor	0.2
CPT0001550001	Normal	0.2
CPT0078830003	Tumor	0.2
CPT0017410003	Tumor	0.2
CPT0014160003	Tumor	0.2
CPT0001350001	Normal	0.2
CPT0065750003	Tumor	0.2
CPT0001230001	Normal	0.2
CPT0092310003	Normal	0.2
CPT0065690003	Tumor	0.2
CPT0000870016	Tumor	0.2
CPT0075560003	Tumor	0.2
CPT0025920001	Normal	0.2
CPT0077310003	Tumor	0.2
CPT0024670003	Tumor	0.2
CPT0069160003	Tumor	0.2
CPT0025290003	Tumor	0.2
CPT0078670001	Normal	0.1
CPT0007320003	Tumor	0.1
CPT0017850003	Tumor	0.1
CPT0087050003	Normal	0.1
CPT0025230003	Tumor	0.1
CPT0012180003	Tumor	0.1
CPT0009080003	Normal	0.1
CPT0069000003	Tumor	0.1
CPT0078800003	Tumor	0.1
CPT0089040001	Normal	0.1
CPT0001510001	Normal	0.1
CPT0075130003	Tumor	0.1
CPT0082010001	Normal	0.1
CPT0001260009	Tumor	0.1
CPT0071150004	Tumor	0.1
CPT0012770003	Normal	0.1
CPT0088640003	Normal	0.1
CPT0065810003	Tumor	0.1
CPT0025880003	Tumor	0.1
CPT0077140001	Normal	0.1
CPT0086870003	Tumor	0.1
CPT0014370004	Tumor	0.1
CPT0075570001	Normal	0.1
CPT0084590001	Normal	0.1
CPT0001190001	Normal	0.1
CPT0075170001	Normal	0.0
CPT0088550004	Tumor	0.0
CPT0014470001	Normal	0.0
CPT0075720003	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0019160001	Normal	0.0
CPT0077500001	Normal	0.0
CPT0066480003	Tumor	0.0
CPT0012090003	Normal	0.0
CPT0006530001	Normal	0.0
CPT0019990003	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0013790003	Normal	0.0
CPT0076350001	Normal	0.0
CPT0088570001	Normal	0.0
CPT0086030003	Tumor	0.0
CPT0001340003	Tumor	0.0
CPT0026420001	Normal	0.0
CPT0088690003	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0066430001	Normal	0.0
CPT0092190003	Normal	0.0
CPT0018250001	Normal	0.0
CPT0025060001	Normal	0.0
CPT0079270003	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0012570003	Normal	0.0
CPT0023710001	Normal	0.0
CPT0017450001	Normal	0.0
CPT0000640003	Tumor	0.0
CPT0078940001	Normal	0.0
CPT0088500001	Normal	0.0
CPT0079000001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0007860003	Tumor	-0.1
CPT0009060003	Tumor	-0.1
CPT0078930003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0089020003	Tumor	-0.1
CPT0065450001	Normal	-0.1
CPT0012920003	Normal	-0.1
CPT0088900003	Tumor	-0.1
CPT0078840001	Normal	-0.1
CPT0015810003	Tumor	-0.1
CPT0065870003	Tumor	-0.1
CPT0025580004	Tumor	-0.1
CPT0014350001	Normal	-0.1
CPT0001500009	Tumor	-0.1
CPT0006440003	Tumor	-0.1
CPT0025110003	Tumor	-0.1
CPT0079410003	Tumor	-0.1
CPT0066520001	Normal	-0.1
CPT0020020001	Normal	-0.1
CPT0007870001	Normal	-0.1
CPT0086950003	Tumor	-0.1
CPT0014130001	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0010120001	Normal	-0.1
CPT0063640001	Normal	-0.1
CPT0086890003	Normal	-0.1
CPT0026410003	Tumor	-0.1
CPT0010170001	Normal	-0.2
CPT0081990003	Tumor	-0.2
CPT0079480003	Tumor	-0.2
CPT0023350003	Tumor	-0.2
CPT0076330003	Tumor	-0.2
CPT0092740003	Normal	-0.2
CPT0081600003	Tumor	-0.2
CPT0088710001	Normal	-0.2
CPT0006630003	Tumor	-0.2
CPT0012900004	Tumor	-0.2
CPT0000890001	Normal	-0.2
CPT0025170003	Tumor	-0.2
CPT0086830003	Normal	-0.2
CPT0000660001	Normal	-0.2
CPT0064400001	Normal	-0.2
CPT0066470004	Tumor	-0.2
CPT0001270001	Normal	-0.2
CPT0081620001	Normal	-0.2
CPT0000790001	Normal	-0.2
CPT0077110003	Tumor	-0.3
CPT0021240003	Tumor	-0.3
CPT0020130001	Normal	-0.3
CPT0019130003	Tumor	-0.3
CPT0012290003	Normal	-0.3
CPT0077490003	Tumor	-0.3
CPT0092790003	Tumor	-0.3
CPT0063630003	Tumor	-0.3
CPT0085670003	Tumor	-0.3
CPT0014450004	Tumor	-0.3
CPT0077320001	Normal	-0.3
CPT0024680001	Normal	-0.3
CPT0086370003	Normal	-0.3
CPT0079230003	Tumor	-0.3
CPT0010160003	Tumor	-0.3
CPT0078510003	Tumor	-0.3
CPT0012550003	Tumor	-0.4
CPT0089480003	Normal	-0.4
CPT0000780007	Tumor	-0.4
CPT0023360001	Normal	-0.4
CPT0009000003	Tumor	-0.4
CPT0081880003	Tumor	-0.4
CPT0012080003	Tumor	-0.4
CPT0088760003	Tumor	-0.4
CPT0084560003	Tumor	-0.4
CPT0011410003	Tumor	-0.5
CPT0086970003	Normal	-0.5
CPT0088780001	Normal	-0.5
CPT0011240003	Tumor	-0.5
CPT0089460004	Tumor	-0.5
CPT0007470001	Normal	-0.6
CPT0012670003	Tumor	-0.6
CPT0006950001	Normal	-0.6
CPT0025610001	Normal	-0.6
CPT0088630003	Tumor	-0.7
CPT0088970003	Tumor	-0.9
CPT0002270011	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 HPA043630	Antibody HPA048642
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