Expression of THUMPD1 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

THUMPD1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.9

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

15.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	32.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	31.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	30.2
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	30.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	28.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	27.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	26.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	26.4
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	24.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	23.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	21.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	21.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	21.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	20.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	20.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	19.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	19.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	19.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	18.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	18.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	17.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	17.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	17.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	16.9
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	16.6
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	15.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	15.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	15.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	15.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	15.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	14.7
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	14.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	14.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	14.4
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	14.4
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	14.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	14.1
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	14.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	13.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	13.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	13.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	12.6
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	11.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	11.8
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	11.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	11.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	10.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	10.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	10.1
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	10.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	10.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	10.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	9.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	9.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	8.7
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	8.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	8.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	8.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	7.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	7.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	7.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	6.1
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	5.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	4.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

THUMPD1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.54

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

16.7

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	54.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	54.5
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	40.8
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	35.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	31.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	31.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	31.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	31.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	30.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	30.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	29.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	29.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	29.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	28.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	28.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	27.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	27.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	27.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	27.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	27.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	27.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	27.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	26.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	26.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	26.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	26.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	26.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	26.7
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	26.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	26.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	26.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	26.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	26.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	26.0
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	25.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	25.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	25.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	25.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	25.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	25.1
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	25.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	25.0
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	24.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	24.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	24.5
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	24.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	24.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	24.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	24.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	24.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	24.2
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	24.2
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	24.2
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	24.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	23.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	23.7
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	23.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	23.7
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	23.7
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	23.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	23.5
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	23.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	23.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	23.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	23.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	23.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	23.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	23.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	23.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	23.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	23.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	22.9
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	22.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	22.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	22.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	22.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	22.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	22.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	22.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	22.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	22.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	22.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	22.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	22.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	22.1
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	22.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	22.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	22.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	22.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	22.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	22.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	21.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	21.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	21.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	21.8
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	21.7
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	21.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	21.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	21.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	21.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	21.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	21.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	21.5
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	21.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	21.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	21.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	21.3
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	21.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	21.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	21.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	21.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	21.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	21.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	21.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	21.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	21.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	21.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	21.0
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	20.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	20.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	20.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	20.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	20.8
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	20.7
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	20.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	20.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	20.6
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	20.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	20.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	20.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	20.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	20.4
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	20.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	20.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	20.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	20.1
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	20.1
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	20.1
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	20.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	20.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	20.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	20.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	19.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	19.9
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	19.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	19.9
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	19.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	19.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	19.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	19.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	19.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	19.7
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	19.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	19.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	19.6
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	19.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	19.5
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	19.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	19.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	19.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	19.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	19.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	19.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	19.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	19.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	19.4
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	19.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	19.3
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	19.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	19.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	19.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	19.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	19.1
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	19.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	19.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	19.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	19.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	18.9
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	18.9
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	18.9
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	18.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	18.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	18.8
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	18.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	18.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	18.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	18.7
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	18.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	18.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	18.6
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	18.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	18.6
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	18.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	18.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	18.5
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	18.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	18.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	18.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	18.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	18.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	18.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	18.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	18.3
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	18.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	18.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	18.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	18.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	18.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	18.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	18.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	18.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	18.1
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	18.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	18.0
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	17.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	17.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	17.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	17.7
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	17.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	17.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	17.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	17.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	17.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	17.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	17.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	17.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	17.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	17.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	17.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	17.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	17.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	17.4
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	17.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	17.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	17.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	17.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	17.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	17.2
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	17.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	17.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	17.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	17.0
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	17.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	17.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	17.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	17.0
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	17.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	16.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	16.9
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	16.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	16.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	16.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	16.8
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	16.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	16.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	16.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	16.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	16.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	16.5
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	16.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	16.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	16.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	16.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	16.4
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	16.4
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	16.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	16.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	16.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	16.3
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	16.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	16.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	16.2
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	16.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	16.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	16.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	16.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	16.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	16.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	16.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	16.0
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	16.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	16.0
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	16.0
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	16.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	15.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	15.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	15.7
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	15.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	15.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	15.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	15.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	15.7
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	15.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	15.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	15.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	15.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	15.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	15.5
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	15.4
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	15.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	15.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	15.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	15.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	15.3
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	15.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	15.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	15.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	15.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	15.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	14.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	14.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	14.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	14.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	14.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	14.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	14.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	14.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	14.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	14.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	14.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	14.7
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	14.7
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	14.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	14.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	14.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	14.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	14.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	14.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	14.4
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	14.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	14.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	14.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	14.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	14.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	14.3
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	14.2
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	14.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	14.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	14.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	14.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	14.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	14.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	14.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	14.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	14.1
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	14.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	14.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	13.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	13.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	13.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	13.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	13.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	13.7
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	13.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	13.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	13.7
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	13.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	13.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	13.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	13.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	13.6
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	13.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	13.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	13.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	13.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	13.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	13.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	13.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	13.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	13.3
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	13.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	13.3
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	13.2
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	13.2
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	13.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	13.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	12.9
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	12.9
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	12.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	12.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	12.8
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	12.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	12.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	12.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	12.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	12.7
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	12.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	12.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	12.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	12.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	12.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	12.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	12.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	12.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	12.2
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	12.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	12.2
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	12.2
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	12.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	12.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	12.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	12.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	12.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	12.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	12.0
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	11.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	11.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	11.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	11.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	11.8
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	11.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	11.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	11.7
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	11.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	11.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	11.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	11.6
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	11.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	11.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	11.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	11.3
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	11.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	11.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	11.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	11.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	11.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	11.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	11.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	11.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	10.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	10.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	10.8
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	10.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	10.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	10.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	10.7
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	10.6
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	10.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	10.5
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	10.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	10.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	10.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	10.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	10.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	10.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	10.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	10.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	10.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	10.1
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	10.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	10.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	10.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	10.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	9.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	9.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	9.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	9.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	9.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	9.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	9.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	9.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	9.3
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	9.3
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	9.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	9.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	9.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	9.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	9.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	9.1
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	9.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	9.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	8.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	8.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	8.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	8.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	8.9
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	8.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	8.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	8.5
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	8.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	8.5
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	8.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	8.4
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	8.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	8.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	7.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	7.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	7.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	7.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	7.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	7.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	7.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	7.3
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	7.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	7.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	6.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	6.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	6.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	6.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	6.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	5.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	5.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	5.4
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	5.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	5.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	5.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	4.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	4.4
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	3.1
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

THUMPD1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 25.73

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

21.1

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	35.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	34.3
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	33.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	33.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	32.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	30.6
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	29.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	28.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	28.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	28.4
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	28.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	27.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	27.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	27.5
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	27.4
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	27.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	27.3
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	26.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	26.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	26.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	26.8
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	26.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	26.4
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	26.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	26.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	26.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	25.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	25.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	25.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	25.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	25.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	25.1
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	24.9
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	24.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	24.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	24.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	24.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	24.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	23.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	23.0
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	23.0
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	23.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	22.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	22.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	22.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	22.4
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	22.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	21.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	21.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	21.2
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	20.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	20.5
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	20.4
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	20.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	20.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	20.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	19.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	19.7
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	18.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	18.8
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	18.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	18.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	18.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	18.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	18.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	18.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	18.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	17.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	17.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	17.2
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	17.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	16.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	16.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	16.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	16.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	16.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	15.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	15.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	15.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	15.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	15.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	15.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	14.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	14.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	14.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	14.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	13.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	13.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	13.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	13.3
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	12.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	12.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	12.1
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	11.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	11.4
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	11.1
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	10.7
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	9.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	9.3
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	8.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

THUMPD1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.11

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

17.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	100.8
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	58.0
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	48.8
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	43.2
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	43.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	39.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	36.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	34.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	34.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	34.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	34.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	34.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	33.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	33.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	33.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	33.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	32.6
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	32.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	32.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	32.3
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	31.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	30.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	30.2
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	29.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	29.8
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	29.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	28.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	28.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	27.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	27.5
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	27.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	27.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	27.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	27.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	26.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	26.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	26.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	26.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	25.9
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	25.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	25.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	25.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	25.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	25.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	25.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	25.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	24.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	24.8
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	24.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	24.3
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	24.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	24.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	23.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	23.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	23.7
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	23.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	23.7
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	23.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	23.4
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	23.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	23.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	22.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	22.8
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	22.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	22.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	22.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	22.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	22.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	22.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	22.0
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	22.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	22.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	21.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	21.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	21.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	21.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	21.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	21.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	21.0
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	20.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	20.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	20.4
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	20.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	20.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	19.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	19.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	19.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	19.6
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	19.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	19.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	19.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	18.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	18.9
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	18.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	18.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	18.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	18.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	18.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	18.6
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	18.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	18.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	18.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	18.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	18.2
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	18.2
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	18.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	18.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	18.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	18.0
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	17.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	17.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	17.9
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	17.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	17.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	17.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	17.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	17.4
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	17.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	17.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	17.3
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	17.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	17.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	17.1
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	17.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	17.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	17.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	16.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	16.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	16.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	16.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	16.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	16.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	16.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	16.1
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	16.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	15.9
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	15.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	15.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	15.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	15.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	15.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	15.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	15.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	15.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	15.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	15.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	15.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	15.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	15.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	15.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	15.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	15.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	15.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	15.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	15.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	15.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	15.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	14.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	14.9
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	14.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	14.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	14.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	14.5
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	14.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	14.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	14.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	14.3
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	14.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	14.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	14.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	14.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	14.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	14.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	14.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	13.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	13.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	13.8
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	13.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	13.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	13.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	13.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	13.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	13.4
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	13.4
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	13.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	13.2
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	13.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	13.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	13.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	12.9
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	12.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	12.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	12.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	12.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	12.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	12.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	12.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	12.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	12.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	12.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	12.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	12.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	12.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	12.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	11.8
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	11.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	11.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	11.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	11.4
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	11.4
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	11.2
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	11.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	11.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	10.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	10.8
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	10.7
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	10.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	10.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	10.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	10.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	10.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	10.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	9.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	9.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	9.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	9.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	9.6
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	9.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	9.5
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	9.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	9.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	9.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	9.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	9.2
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	9.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	8.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	8.9
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	8.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	8.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	8.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	8.5
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	8.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	8.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	8.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	8.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	8.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	8.1
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	7.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	7.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	7.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	7.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	7.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	7.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	7.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	7.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	7.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	7.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	7.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	6.9
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	6.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	6.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.3
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	6.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	6.1
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	5.9
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	5.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	5.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	5.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	5.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	5.4
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	5.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	4.9
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	4.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	4.7
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	4.7
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	4.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	3.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.6
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	3.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	2.8
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0078800003	Tumor	1.0
CPT0011410003	Tumor	0.7
CPT0078660003	Tumor	0.7
CPT0077110003	Tumor	0.5
CPT0014450004	Tumor	0.5
CPT0086820003	Tumor	0.5
CPT0012180003	Tumor	0.5
CPT0086870003	Tumor	0.4
CPT0017410003	Tumor	0.4
CPT0009060003	Tumor	0.4
CPT0024670003	Tumor	0.4
CPT0079180003	Tumor	0.4
CPT0012640003	Normal	0.4
CPT0064400001	Normal	0.4
CPT0077320001	Normal	0.3
CPT0006440003	Tumor	0.3
CPT0010120001	Normal	0.3
CPT0001230001	Normal	0.3
CPT0026410003	Tumor	0.3
CPT0025580004	Tumor	0.3
CPT0086890003	Normal	0.3
CPT0075170001	Normal	0.3
CPT0014370004	Tumor	0.3
CPT0081600003	Tumor	0.3
CPT0079300001	Normal	0.3
CPT0081990003	Tumor	0.3
CPT0075570001	Normal	0.3
CPT0079230003	Tumor	0.3
CPT0069190001	Normal	0.3
CPT0085670003	Tumor	0.3
CPT0092190003	Normal	0.3
CPT0086370003	Normal	0.2
CPT0066520001	Normal	0.2
CPT0078990003	Tumor	0.2
CPT0065820001	Normal	0.2
CPT0010110003	Tumor	0.2
CPT0079270003	Tumor	0.2
CPT0012280003	Tumor	0.2
CPT0025920001	Normal	0.2
CPT0009080003	Normal	0.2
CPT0002270011	Tumor	0.2
CPT0001270001	Normal	0.2
CPT0086970003	Normal	0.2
CPT0000660001	Normal	0.2
CPT0009020003	Normal	0.2
CPT0079430001	Normal	0.2
CPT0088550004	Tumor	0.2
CPT0018250001	Normal	0.2
CPT0088970003	Tumor	0.2
CPT0024680001	Normal	0.2
CPT0017450001	Normal	0.2
CPT0012920003	Normal	0.1
CPT0086830003	Normal	0.1
CPT0025610001	Normal	0.1
CPT0017850003	Tumor	0.1
CPT0001550001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0006950001	Normal	0.1
CPT0069160003	Tumor	0.1
CPT0088920001	Normal	0.1
CPT0012090003	Normal	0.1
CPT0084590001	Normal	0.1
CPT0078940001	Normal	0.1
CPT0001510001	Normal	0.1
CPT0001350001	Normal	0.1
CPT0079510001	Normal	0.1
CPT0025110003	Tumor	0.1
CPT0075720003	Tumor	0.1
CPT0088630003	Tumor	0.1
CPT0063330001	Normal	0.1
CPT0011240003	Tumor	0.1
CPT0079000001	Normal	0.1
CPT0007870001	Normal	0.1
CPT0012770003	Normal	0.1
CPT0088780001	Normal	0.1
CPT0002370001	Normal	0.1
CPT0081620001	Normal	0.1
CPT0088500001	Normal	0.1
CPT0088900003	Tumor	0.1
CPT0006530001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0001180009	Tumor	0.1
CPT0078670001	Normal	0.1
CPT0006730001	Normal	0.1
CPT0026420001	Normal	0.1
CPT0065450001	Normal	0.1
CPT0007470001	Normal	0.1
CPT0012290003	Normal	0.0
CPT0088640003	Normal	0.0
CPT0078840001	Normal	0.0
CPT0076350001	Normal	0.0
CPT0092740003	Normal	0.0
CPT0089480003	Normal	0.0
CPT0092800003	Normal	0.0
CPT0014470001	Normal	0.0
CPT0014130001	Normal	0.0
CPT0012570003	Normal	0.0
CPT0015910003	Tumor	0.0
CPT0077500001	Normal	0.0
CPT0077140001	Normal	0.0
CPT0089040001	Normal	0.0
CPT0092310003	Normal	0.0
CPT0014350001	Normal	0.0
CPT0086950003	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0088710001	Normal	0.0
CPT0023360001	Normal	0.0
CPT0000790001	Normal	0.0
CPT0012370003	Tumor	0.0
CPT0025880003	Tumor	0.0
CPT0001540009	Tumor	0.0
CPT0087050003	Normal	0.0
CPT0092160003	Tumor	0.0
CPT0065810003	Tumor	0.0
CPT0075130003	Tumor	0.0
CPT0000890001	Normal	0.0
CPT0082010001	Normal	0.0
CPT0012670003	Tumor	0.0
CPT0025230003	Tumor	0.0
CPT0001190001	Normal	0.0
CPT0019160001	Normal	0.0
CPT0002350011	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0020130001	Normal	0.0
CPT0025350003	Tumor	0.0
CPT0023350003	Tumor	0.0
CPT0023710001	Normal	0.0
CPT0000640003	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0066430001	Normal	0.0
CPT0012080003	Tumor	-0.1
CPT0066470004	Tumor	-0.1
CPT0078830003	Tumor	-0.1
CPT0014160003	Tumor	-0.1
CPT0025060001	Normal	-0.1
CPT0088760003	Tumor	-0.1
CPT0066480003	Tumor	-0.1
CPT0071150004	Tumor	-0.1
CPT0000870016	Tumor	-0.1
CPT0001260009	Tumor	-0.1
CPT0079480003	Tumor	-0.1
CPT0019130003	Tumor	-0.1
CPT0013790003	Normal	-0.1
CPT0065430003	Tumor	-0.1
CPT0088690003	Tumor	-0.1
CPT0065870003	Tumor	-0.2
CPT0012900004	Tumor	-0.2
CPT0065930003	Tumor	-0.2
CPT0088480003	Tumor	-0.2
CPT0006900003	Tumor	-0.2
CPT0078530001	Normal	-0.2
CPT0007860003	Tumor	-0.2
CPT0086360003	Tumor	-0.2
CPT0081880003	Tumor	-0.2
CPT0012550003	Tumor	-0.2
CPT0020120003	Tumor	-0.2
CPT0077490003	Tumor	-0.2
CPT0023690003	Tumor	-0.2
CPT0000780007	Tumor	-0.2
CPT0063630003	Tumor	-0.2
CPT0001340003	Tumor	-0.2
CPT0010160003	Tumor	-0.2
CPT0084560003	Tumor	-0.2
CPT0009000003	Tumor	-0.2
CPT0015730003	Tumor	-0.3
CPT0076330003	Tumor	-0.3
CPT0007320003	Tumor	-0.3
CPT0021240003	Tumor	-0.3
CPT0069000003	Tumor	-0.3
CPT0064370003	Tumor	-0.3
CPT0079410003	Tumor	-0.3
CPT0078510003	Tumor	-0.3
CPT0006630003	Tumor	-0.3
CPT0025050003	Tumor	-0.3
CPT0001220008	Tumor	-0.3
CPT0078930003	Tumor	-0.3
CPT0079380003	Tumor	-0.3
CPT0077310003	Tumor	-0.3
CPT0001500009	Tumor	-0.4
CPT0025290003	Tumor	-0.4
CPT0025170003	Tumor	-0.4
CPT0075560003	Tumor	-0.4
CPT0092730003	Tumor	-0.4
CPT0019990003	Tumor	-0.4
CPT0089020003	Tumor	-0.4
CPT0092290003	Tumor	-0.4
CPT0089460004	Tumor	-0.4
CPT0087040003	Tumor	-0.4
CPT0063320003	Tumor	-0.4
CPT0086030003	Tumor	-0.5
CPT0065750003	Tumor	-0.5
CPT0065690003	Tumor	-0.5
CPT0015810003	Tumor	-0.5
CPT0092790003	Tumor	-0.6
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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 HPA027851
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