Expression of TPT1 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

TPT1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2210.2

Median expressionⁱ : 1791.11

Median follow up timeⁱ : 6.62

P scoreⁱ 0.090

5-year survival highⁱ 79%

5-year survival lowⁱ 89%

TCGA RNA samplesⁱ

Average TPM

1939.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8427-01A	54 years, male, white, stage:Stage IV, alive, 30 days	7399.1
TCGA-KL-8344-01A	51 years, male, white, stage:Stage III, alive, 876 days	4123.1
TCGA-KN-8436-01A	62 years, male, white, stage:Stage II, alive, 1288 days	3739.7
TCGA-KO-8411-01A	58 years, male, white, stage:Stage I, alive, 3958 days	3434.7
TCGA-KL-8325-01A	56 years, female, white, stage:Stage II, dead, 725 days	3305.2
TCGA-KL-8345-01A	75 years, male, white, stage:Stage III, alive, 1665 days	3202.1
TCGA-KO-8415-01A	44 years, female, white, stage:Stage I, alive, 2939 days	2961.6
TCGA-KL-8339-01A	67 years, male, white, stage:Stage IV, dead, 855 days	2886.7
TCGA-KL-8342-01A	45 years, female, white, stage:Stage II, alive, 2248 days	2713.2
TCGA-KO-8405-01A	29 years, male, white, stage:Stage III, alive, 3056 days	2664.3
TCGA-KO-8413-01A	46 years, male, white, stage:Stage I, alive, 3038 days	2648.8
TCGA-KL-8333-01A	69 years, male, white, stage:Stage II, alive, 2991 days	2401.1
TCGA-KO-8406-01A	17 years, female, white, stage:Stage I, alive, 3145 days	2385.3
TCGA-KL-8341-01A	41 years, male, asian, stage:Stage IV, dead, 754 days	2358.2
TCGA-KO-8417-01A	30 years, female, white, stage:Stage I, alive, 2815 days	2354.3
TCGA-KN-8435-01A	59 years, male, white, stage:Stage II, alive, 3498 days	2297.3
TCGA-KO-8404-01A	78 years, male, white, stage:Stage IV, dead, 325 days	2264.7
TCGA-KM-8443-01A	57 years, male, white, stage:Stage II, alive, 1520 days	2259.7
TCGA-KM-8441-01A	61 years, female, white, stage:Stage I, alive, 876 days	2254.2
TCGA-KL-8343-01A	72 years, male, white, stage:Stage III, dead, 2172 days	2233.4
TCGA-KL-8334-01A	37 years, female, white, stage:Stage III, alive, 2949 days	2187.0
TCGA-KO-8403-01A	49 years, male, white, stage:Stage I, alive, 3208 days	2171.0
TCGA-KL-8326-01A	69 years, male, white, stage:Stage III, alive, 3322 days	2039.8
TCGA-KL-8328-01A	60 years, male, white, stage:Stage II, alive, 3127 days	2003.3
TCGA-KN-8424-01A	42 years, female, white, stage:Stage I, alive, 1983 days	1950.2
TCGA-KO-8414-01A	50 years, female, white, stage:Stage II, alive, 3212 days	1925.6
TCGA-KM-8477-01A	56 years, male, white, stage:Stage I, alive, 1553 days	1924.0
TCGA-KM-8442-01A	38 years, male, stage:Stage II, alive, 1437 days	1919.4
TCGA-KN-8425-01A	53 years, male, white, stage:Stage I, alive, 3179 days	1888.6
TCGA-KO-8410-01A	74 years, female, white, stage:Stage I, alive, 3136 days	1875.0
TCGA-KO-8407-01A	42 years, male, white, stage:Stage II, alive, 2820 days	1838.8
TCGA-KO-8408-01A	47 years, male, white, stage:Stage III, dead, 507 days	1794.6
TCGA-KL-8337-01A	26 years, male, black or african american, stage:Stage II, alive, 1364 days	1787.6
TCGA-KN-8418-01A	41 years, female, white, stage:Stage II, alive, 3935 days	1708.4
TCGA-KL-8340-01A	34 years, male, white, stage:Stage II, alive, 2024 days	1693.5
TCGA-KL-8331-01A	48 years, female, white, stage:Stage II, alive, 3010 days	1656.3
TCGA-KL-8330-01A	44 years, female, black or african american, stage:Stage II, alive, 3304 days	1624.6
TCGA-KM-8439-01A	30 years, male, white, stage:Stage I, alive, 708 days	1548.6
TCGA-KN-8428-01A	71 years, male, white, stage:Stage II, dead, 1590 days	1547.3
TCGA-KN-8429-01A	38 years, female, white, stage:Stage III, alive, 2650 days	1497.6
TCGA-KN-8419-01A	43 years, male, black or african american, stage:Stage II, alive, 714 days	1465.2
TCGA-KL-8329-01A	57 years, female, asian, stage:Stage I, alive, 2752 days	1452.9
TCGA-KM-8438-01A	45 years, female, white, stage:Stage II, alive, 4622 days	1443.3
TCGA-KN-8437-01A	42 years, female, white, stage:Stage I, alive, 3068 days	1415.0
TCGA-KN-8423-01A	44 years, male, white, stage:Stage I, alive, 788 days	1410.4
TCGA-KN-8421-01A	47 years, female, white, stage:Stage II, alive, 2674 days	1395.9
TCGA-KL-8332-01A	55 years, male, white, stage:Stage I, alive, 2582 days	1343.4
TCGA-KL-8324-01A	67 years, female, white, stage:Stage II, alive, 4676 days	1324.6
TCGA-KM-8639-01A	67 years, male, white, stage:Stage I, alive, 953 days	1298.2
TCGA-KL-8336-01A	51 years, female, white, stage:Stage IV, dead, 920 days	1262.6
TCGA-KO-8409-01A	69 years, male, white, stage:Stage II, alive, 3180 days	1234.7
TCGA-KL-8346-01A	62 years, male, white, stage:Stage II, alive, 1897 days	1193.2
TCGA-KN-8432-01A	86 years, female, white, stage:Stage II, alive, 76 days	1189.5
TCGA-KM-8476-01A	47 years, male, white, stage:Stage I, alive, 3745 days	1103.4
TCGA-KL-8335-01A	67 years, male, white, stage:Stage III, alive, 2815 days	1102.6
TCGA-KO-8416-01A	41 years, male, white, stage:Stage III, alive, 2752 days	1097.9
TCGA-KN-8426-01A	50 years, male, white, stage:Stage IV, alive, 108 days	1095.7
TCGA-KN-8434-01A	65 years, female, white, stage:Stage II, alive, 1797 days	1080.1
TCGA-KL-8323-01A	57 years, female, white, stage:Stage III, dead, 1158 days	997.1
TCGA-KN-8431-01A	35 years, female, stage:Stage II, alive, 588 days	980.2
TCGA-KN-8433-01A	46 years, female, white, stage:Stage III, alive, 341 days	796.4
TCGA-KL-8338-01A	51 years, male, white, stage:Stage III, alive, 2633 days	772.6
TCGA-KM-8440-01A	37 years, male, black or african american, stage:Stage III, alive, 1366 days	627.0
TCGA-KL-8327-01A	46 years, female, white, stage:Stage I, alive, 4169 days	591.4
Show allShow less

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

& Survival analysisⁱ

TPT1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5505.47

Median expressionⁱ : 6774.33

Median follow up timeⁱ : 3.29

P scoreⁱ 0.000024

5-year survival highⁱ 70%

5-year survival lowⁱ 45%

TCGA RNA samplesⁱ

Average TPM

6977.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4688-01A	46 years, male, white, stage:Stage IV, dead, 101 days	28248.3
TCGA-B8-4154-01A	73 years, female, white, stage:Stage I, alive, 1380 days	21938.4
TCGA-B2-4099-01A	83 years, male, white, stage:Stage I, alive, 972 days	17548.3
TCGA-AK-3458-01A	48 years, male, white, stage:Stage I, alive, 1168 days	17441.4
TCGA-BP-4329-01A	75 years, male, white, stage:Stage III, dead, 845 days	16742.6
TCGA-AK-3436-01A	40 years, male, white, stage:Stage IV, alive, 3331 days	16619.6
TCGA-AK-3428-01A	62 years, male, white, stage:Stage III, alive, 3728 days	16552.9
TCGA-AK-3431-01A	62 years, female, white, stage:Stage II, dead, 2241 days	14714.1
TCGA-A3-3306-01A	67 years, male, white, stage:Stage I, alive, 1120 days	14464.5
TCGA-AK-3427-01A	65 years, male, white, stage:Stage I, alive, 3583 days	13751.8
TCGA-BP-4166-01A	69 years, male, white, stage:Stage III, alive, 13 days	13647.9
TCGA-BP-5170-01A	55 years, male, white, stage:Stage I, alive, 2412 days	13222.9
TCGA-B0-5116-01A	52 years, male, white, stage:Stage III, alive, 1274 days	13117.5
TCGA-B8-4151-01A	51 years, female, white, stage:Stage III, alive, 1299 days	13061.9
TCGA-CW-6090-01A	68 years, male, white, stage:Stage I, alive, 2552 days	12859.3
TCGA-AK-3451-01A	48 years, male, white, stage:Stage II, alive, 2868 days	12846.2
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:Stage III, alive, 1498 days	12819.0
TCGA-A3-3329-01A	75 years, male, white, stage:Stage I, alive, 1624 days	12051.1
TCGA-B0-5098-01A	53 years, female, black or african american, stage:Stage I, dead, 1584 days	11971.1
TCGA-CZ-4860-01A	60 years, male, white, stage:Stage IV, dead, 206 days	11893.0
TCGA-B0-5402-01A	64 years, male, white, stage:Stage IV, alive, 1290 days	11641.8
TCGA-BP-4332-01A	36 years, male, white, stage:Stage III, alive, 1133 days	11568.5
TCGA-B0-5120-01A	72 years, female, white, stage:Stage I, alive, 1169 days	11427.3
TCGA-B0-4694-01A	72 years, male, white, stage:Stage III, dead, 106 days	11425.9
TCGA-CJ-4885-01A	64 years, male, white, stage:Stage IV, alive, 3451 days	11423.2
TCGA-BP-4762-01A	42 years, male, white, stage:Stage I, dead, 1343 days	11007.1
TCGA-BP-4164-01A	51 years, female, white, stage:Stage III, dead, 992 days	10978.4
TCGA-A3-3325-01A	52 years, male, white, stage:Stage I, dead, 1170 days	10925.0
TCGA-BP-4353-01A	61 years, male, white, stage:Stage I, dead, 375 days	10873.3
TCGA-AK-3455-01A	71 years, female, white, stage:Stage III, dead, 683 days	10870.7
TCGA-BP-5173-01A	75 years, male, white, stage:Stage I, dead, 62 days	10846.6
TCGA-BP-5180-01A	53 years, male, white, stage:Stage I, alive, 2263 days	10786.4
TCGA-A3-3365-01A	46 years, male, white, stage:Stage I, alive, 873 days	10778.4
TCGA-B0-4848-01A	54 years, male, white, stage:Stage III, dead, 883 days	10772.5
TCGA-CJ-4872-01A	51 years, male, white, stage:Stage I, alive, 1435 days	10720.4
TCGA-BP-4159-01A	70 years, male, white, stage:Stage I, dead, 2601 days	10716.8
TCGA-BP-4176-01A	64 years, male, white, stage:Stage I, alive, 1955 days	10714.9
TCGA-AK-3425-01A	68 years, male, white, stage:Stage I, alive, 3343 days	10691.7
TCGA-B0-5399-01A	46 years, male, white, stage:Stage I, alive, 1411 days	10677.3
TCGA-CZ-5465-01A	76 years, female, stage:Stage III, dead, 2564 days	10658.9
TCGA-CZ-5461-01A	52 years, male, white, stage:Stage IV, dead, 330 days	10597.6
TCGA-B0-4718-01A	57 years, male, white, stage:Stage III, alive, 1778 days	10593.8
TCGA-BP-5177-01A	46 years, female, white, stage:Stage I, alive, 293 days	10461.5
TCGA-BP-4789-01A	48 years, male, white, stage:Stage I, alive, 1489 days	10411.4
TCGA-BP-4170-01A	72 years, female, white, stage:Stage I, dead, 2343 days	10408.5
TCGA-CJ-4907-01A	58 years, male, white, stage:Stage III, alive, 1499 days	10403.0
TCGA-A3-3382-01A	69 years, male, white, stage:Stage I, alive, 574 days	10399.8
TCGA-B0-5107-01A	65 years, female, white, stage:Stage IV, dead, 927 days	10284.8
TCGA-CZ-5454-01A	63 years, male, white, stage:Stage IV, dead, 722 days	10218.0
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:Stage IV, dead, 313 days	10166.1
TCGA-BP-5184-01A	54 years, male, white, stage:Stage I, alive, 1133 days	10096.0
TCGA-CZ-5458-01A	43 years, male, white, stage:Stage III, alive, 2789 days	10066.6
TCGA-BP-4759-01A	50 years, male, white, stage:Stage I, alive, 2372 days	10055.0
TCGA-B0-4837-01A	63 years, male, white, stage:Stage I, dead, 1378 days	10048.8
TCGA-BP-4803-01A	79 years, male, white, stage:Stage III, alive, 204 days	10033.9
TCGA-B8-5546-01A	38 years, female, black or african american, stage:Stage I, alive, 505 days	9960.7
TCGA-BP-4343-01A	64 years, male, white, stage:Stage III, dead, 1912 days	9899.9
TCGA-A3-3380-01A	54 years, male, stage:Stage I, alive, 567 days	9865.2
TCGA-EU-5907-01A	81 years, male, white, stage:Stage III, alive, 127 days	9806.9
TCGA-CJ-4644-01A	48 years, female, white, stage:Stage IV, dead, 336 days	9727.5
TCGA-CJ-4905-01A	62 years, female, white, stage:Stage I, alive, 1496 days	9682.5
TCGA-BP-4781-01A	78 years, male, white, stage:Stage I, alive, 2080 days	9641.5
TCGA-B0-4845-01A	70 years, male, white, stage:Stage IV, dead, 1986 days	9626.8
TCGA-BP-4807-01A	42 years, male, white, stage:Stage I, alive, 211 days	9535.4
TCGA-BP-5176-01A	78 years, female, white, stage:Stage I, dead, 1590 days	9464.1
TCGA-B0-4823-01A	88 years, male, white, stage:Stage I, dead, 454 days	9397.6
TCGA-AK-3434-01A	72 years, male, white, stage:Stage I, alive, 2087 days	9378.0
TCGA-CZ-5467-01A	86 years, female, white, stage:Stage III, dead, 73 days	9373.4
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:Stage I, alive, 519 days	9373.3
TCGA-CJ-4897-01A	79 years, female, white, stage:Stage III, alive, 3341 days	9360.4
TCGA-B0-5695-01A	61 years, female, white, stage:Stage I, alive, 2150 days	9353.8
TCGA-BP-4975-01A	40 years, male, white, stage:Stage I, alive, 1433 days	9333.1
TCGA-AK-3429-01A	54 years, female, white, stage:Stage II, alive, 3328 days	9328.6
TCGA-B0-4701-01A	66 years, female, white, stage:Stage IV, dead, 238 days	9287.2
TCGA-BP-5198-01A	72 years, male, white, stage:Stage III, alive, 603 days	9230.1
TCGA-CJ-6031-01A	54 years, male, white, stage:Stage I, alive, 1906 days	9154.8
TCGA-CZ-4865-01A	70 years, female, white, stage:Stage I, dead, 166 days	9117.8
TCGA-A3-3343-01A	79 years, male, white, stage:Stage II, alive, 945 days	9099.8
TCGA-CW-5590-01A	51 years, male, white, stage:Stage IV, dead, 1075 days	9074.1
TCGA-BP-5181-01A	58 years, female, white, stage:Stage I, alive, 1495 days	9044.2
TCGA-BP-4161-01A	74 years, male, white, stage:Stage I, alive, 2746 days	9024.8
TCGA-BP-4160-01A	67 years, male, white, stage:Stage III, alive, 2881 days	9001.0
TCGA-BP-4326-01A	53 years, female, white, stage:Stage I, dead, 1625 days	8963.9
TCGA-BP-5182-01A	56 years, male, white, stage:Stage I, alive, 1165 days	8927.2
TCGA-CZ-5459-01A	63 years, male, white, stage:Stage III, alive, 1683 days	8914.2
TCGA-AK-3460-01A	58 years, male, white, stage:Stage I, alive, 2508 days	8898.5
TCGA-CZ-5457-01A	62 years, male, white, stage:Stage III, alive, 2754 days	8848.0
TCGA-CJ-4912-01A	61 years, male, white, stage:Stage II, alive, 1657 days	8826.0
TCGA-CZ-5988-01A	38 years, male, white, stage:Stage I, alive, 693 days	8824.5
TCGA-CJ-5682-01A	60 years, male, white, stage:Stage IV, alive, 3736 days	8819.7
TCGA-B0-4814-01A	58 years, male, white, stage:Stage IV, dead, 168 days	8812.2
TCGA-BP-4163-01A	60 years, female, white, stage:Stage III, alive, 2839 days	8782.0
TCGA-B0-4816-01A	49 years, male, white, stage:Stage II, dead, 1371 days	8731.5
TCGA-B0-5100-01A	72 years, male, black or african american, stage:Stage III, dead, 1913 days	8708.7
TCGA-A3-3323-01A	53 years, male, white, stage:Stage I, alive, 1106 days	8686.0
TCGA-A3-3363-01A	50 years, male, asian, stage:Stage II, alive, 319 days	8683.7
TCGA-B8-5165-01A	43 years, male, white, stage:Stage I, alive, 737 days	8659.1
TCGA-CJ-6033-01A	54 years, female, white, stage:Stage IV, dead, 224 days	8647.1
TCGA-B8-4622-01A	57 years, male, white, stage:Stage IV, alive, 1525 days	8639.2
TCGA-A3-3307-01A	66 years, male, stage:Stage III, alive, 1436 days	8638.9
TCGA-A3-3367-01A	72 years, male, white, stage:Stage I, alive, 2270 days	8625.0
TCGA-BP-4784-01A	67 years, female, white, stage:Stage I, alive, 1854 days	8620.6
TCGA-CJ-4640-01A	49 years, male, white, stage:Stage III, alive, 3480 days	8609.4
TCGA-CZ-4861-01A	63 years, male, white, stage:Stage II, dead, 446 days	8588.2
TCGA-B0-5690-01A	53 years, female, white, stage:Stage I, alive, 3392 days	8568.1
TCGA-CJ-6030-01A	65 years, male, white, stage:Stage I, dead, 2299 days	8562.0
TCGA-DV-5569-01A	29 years, female, white, stage:Stage I, alive, 355 days	8556.3
TCGA-B0-5812-01A	53 years, male, white, stage:Stage I, alive, 3834 days	8520.6
TCGA-BP-5194-01A	39 years, male, white, stage:Stage I, alive, 408 days	8496.3
TCGA-CJ-4895-01A	62 years, male, white, stage:Stage IV, dead, 1200 days	8494.0
TCGA-CZ-5460-01A	55 years, male, white, stage:Stage IV, alive, 2873 days	8484.4
TCGA-BP-5187-01A	54 years, male, white, stage:Stage I, alive, 406 days	8475.8
TCGA-CJ-4871-01A	63 years, male, white, stage:Stage IV, alive, 2423 days	8448.4
TCGA-BP-4763-01A	79 years, female, white, stage:Stage I, dead, 1270 days	8424.4
TCGA-B2-3924-01A	73 years, male, white, stage:Stage I, alive, 1092 days	8420.2
TCGA-CJ-4892-01A	65 years, female, white, stage:Stage I, alive, 1521 days	8403.5
TCGA-CJ-4874-01A	73 years, female, white, stage:Stage I, alive, 2283 days	8393.8
TCGA-B0-4846-01A	52 years, male, white, stage:Stage IV, dead, 1200 days	8392.1
TCGA-BP-4174-01A	49 years, male, white, stage:Stage II, alive, 1879 days	8384.8
TCGA-B0-5102-01A	74 years, female, white, stage:Stage I, dead, 2764 days	8323.5
TCGA-CJ-4902-01A	61 years, male, white, stage:Stage III, alive, 1520 days	8307.8
TCGA-B0-4813-01A	68 years, male, white, stage:Stage III, dead, 18 days	8267.5
TCGA-CJ-5677-01A	54 years, female, white, stage:Stage IV, dead, 782 days	8258.4
TCGA-A3-3352-01A	74 years, male, white, stage:Stage III, dead, 561 days	8255.2
TCGA-B0-4839-01A	80 years, female, white, stage:Stage I, dead, 1639 days	8254.4
TCGA-B0-4690-01A	65 years, male, white, stage:Stage IV, dead, 43 days	8250.4
TCGA-CW-5580-01A	73 years, female, white, stage:Stage IV, dead, 1964 days	8240.2
TCGA-A3-3358-01A	57 years, female, white, stage:Stage I, alive, 1307 days	8211.2
TCGA-B0-4703-01A	51 years, male, white, stage:Stage IV, dead, 182 days	8172.0
TCGA-CJ-5684-01A	61 years, male, white, stage:Stage III, alive, 2231 days	8158.1
TCGA-BP-5192-01A	59 years, male, white, stage:Stage I, alive, 714 days	8154.7
TCGA-B0-4693-01A	72 years, female, white, stage:Stage III, dead, 77 days	8136.8
TCGA-CW-5581-01A	44 years, male, white, stage:Stage I, alive, 2799 days	8092.6
TCGA-B4-5838-01A	52 years, male, white, stage:'--, alive, 166 days	8057.9
TCGA-BP-4177-01A	65 years, male, white, stage:Stage I, alive, 1670 days	8025.2
TCGA-CJ-5671-01A	51 years, male, white, stage:Stage I, alive, 3987 days	8020.8
TCGA-B8-5158-01A	56 years, male, white, stage:Stage III, alive, 1218 days	8018.7
TCGA-CW-6093-01A	73 years, male, white, stage:Stage I, alive, 3146 days	8007.0
TCGA-CZ-5466-01A	67 years, male, stage:Stage III, alive, 685 days	7944.8
TCGA-B0-5080-01A	63 years, male, white, stage:Stage IV, dead, 342 days	7940.5
TCGA-B8-5545-01A	42 years, male, black or african american, stage:Stage I, alive, 1525 days	7909.6
TCGA-DV-5575-01A	52 years, female, white, stage:Stage I, alive, 1729 days	7897.7
TCGA-CW-5588-01A	78 years, female, white, stage:Stage I, alive, 2017 days	7893.1
TCGA-CZ-5986-01A	61 years, male, white, stage:Stage I, alive, 373 days	7889.2
TCGA-B2-5639-01A	46 years, male, white, stage:Stage IV, dead, 1003 days	7878.2
TCGA-CJ-5676-01A	47 years, male, white, stage:Stage III, alive, 4067 days	7878.0
TCGA-CZ-4859-01A	59 years, female, white, stage:Stage I, alive, 1787 days	7871.5
TCGA-A3-3376-01A	51 years, male, black or african american, stage:Stage I, dead, 1696 days	7853.9
TCGA-BP-4775-01A	55 years, female, white, stage:Stage I, alive, 1843 days	7853.0
TCGA-CJ-4886-01A	42 years, female, white, stage:Stage I, alive, 1952 days	7824.2
TCGA-BP-5195-01A	75 years, male, white, stage:Stage I, alive, 749 days	7823.1
TCGA-CJ-4635-01A	48 years, male, white, stage:Stage I, alive, 1416 days	7811.6
TCGA-CZ-5469-01A	41 years, male, white, stage:Stage II, dead, 946 days	7749.2
TCGA-B0-4810-01A	47 years, male, white, stage:Stage III, dead, 478 days	7734.6
TCGA-CZ-5463-01A	76 years, male, white, stage:Stage II, alive, 662 days	7734.5
TCGA-BP-4790-01A	76 years, male, white, stage:Stage I, dead, 1111 days	7709.9
TCGA-BP-4998-01A	49 years, male, asian, stage:Stage I, alive, 932 days	7687.1
TCGA-B8-5549-01A	53 years, male, white, stage:Stage I, alive, 194 days	7686.5
TCGA-BP-4340-01A	70 years, female, white, stage:Stage I, dead, 562 days	7683.8
TCGA-MW-A4EC-01A	72 years, female, black or african american, stage:Stage I, alive, 498 days	7660.0
TCGA-CJ-4903-01A	50 years, male, white, stage:Stage I, alive, 1560 days	7655.1
TCGA-BP-4782-01A	55 years, female, white, stage:Stage I, alive, 354 days	7648.3
TCGA-CJ-4918-01A	64 years, male, white, stage:Stage IV, dead, 93 days	7641.9
TCGA-BP-4355-01A	59 years, female, white, stage:Stage III, dead, 953 days	7630.9
TCGA-B8-5159-01A	61 years, female, white, stage:Stage I, alive, 722 days	7628.9
TCGA-B4-5834-01A	59 years, male, white, stage:Stage I, alive, 38 days	7625.6
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:Stage I, alive, 340 days	7614.6
TCGA-B0-5693-01A	47 years, female, white, stage:Stage I, alive, 4074 days	7577.3
TCGA-BP-4169-01A	76 years, female, white, stage:Stage II, dead, 701 days	7569.3
TCGA-BP-4345-01A	62 years, male, white, stage:Stage III, alive, 1516 days	7564.0
TCGA-BP-4961-01A	47 years, male, white, stage:Stage I, alive, 1935 days	7555.6
TCGA-B0-4852-01A	78 years, female, white, stage:Stage II, dead, 1121 days	7555.0
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:Stage I, alive, 689 days	7547.2
TCGA-BP-4976-01A	77 years, male, white, stage:Stage I, alive, 1632 days	7546.7
TCGA-BP-4964-01A	54 years, female, white, stage:Stage I, alive, 1862 days	7542.9
TCGA-BP-4344-01A	75 years, female, white, stage:Stage I, alive, 1666 days	7521.4
TCGA-B0-5108-01A	54 years, male, white, stage:Stage III, alive, 1782 days	7500.6
TCGA-CJ-4920-01A	64 years, female, white, stage:Stage I, dead, 139 days	7465.3
TCGA-B0-4836-01A	61 years, male, white, stage:Stage IV, dead, 1238 days	7458.4
TCGA-BP-4769-01A	63 years, male, white, stage:Stage I, alive, 1876 days	7457.2
TCGA-BP-4795-01A	74 years, female, white, stage:Stage I, alive, 620 days	7450.8
TCGA-BP-5007-01A	45 years, male, white, stage:Stage II, alive, 1140 days	7425.8
TCGA-BP-5178-01A	71 years, male, white, stage:Stage IV, dead, 1912 days	7424.2
TCGA-B4-5843-01A	45 years, male, white, stage:Stage I, alive, 11 days	7416.7
TCGA-BP-5186-01A	50 years, female, white, stage:Stage I, alive, 693 days	7416.4
TCGA-A3-3383-01A	52 years, male, white, stage:Stage I, alive, 861 days	7411.2
TCGA-BP-4801-01A	57 years, male, white, stage:Stage I, alive, 1124 days	7403.8
TCGA-A3-3308-01A	77 years, female, white, stage:Stage III, alive, 16 days	7401.2
TCGA-CJ-4894-01A	58 years, male, white, stage:Stage III, dead, 841 days	7383.6
TCGA-DV-5566-01A	67 years, female, white, stage:Stage I, alive, 1398 days	7375.0
TCGA-CZ-5464-01A	69 years, male, white, stage:Stage IV, alive, 2128 days	7369.2
TCGA-B0-4712-01A	76 years, male, white, stage:Stage IV, dead, 1337 days	7348.5
TCGA-CJ-4643-01A	67 years, female, white, stage:Stage II, alive, 1793 days	7345.6
TCGA-B8-4620-01A	70 years, female, white, stage:Stage III, alive, 777 days	7335.8
TCGA-B2-5633-01A	56 years, male, white, stage:Stage I, alive, 963 days	7333.3
TCGA-BP-4351-01A	51 years, female, white, stage:Stage III, alive, 970 days	7310.3
TCGA-A3-3311-01A	57 years, male, stage:Stage I, dead, 1191 days	7299.9
TCGA-BP-5006-01A	61 years, male, white, stage:Stage I, alive, 840 days	7284.7
TCGA-A3-3316-01A	57 years, male, white, stage:Stage II, alive, 1493 days	7246.9
TCGA-BP-5189-01A	60 years, male, white, stage:Stage I, dead, 822 days	7242.5
TCGA-CJ-5686-01A	59 years, female, white, stage:Stage I, alive, 2038 days	7238.9
TCGA-BP-5202-01A	75 years, male, white, stage:Stage III, alive, 29 days	7230.1
TCGA-A3-3362-01A	60 years, female, white, stage:Stage I, alive, 1559 days	7216.6
TCGA-B0-4706-01A	61 years, male, white, stage:Stage III, dead, 65 days	7214.6
TCGA-CZ-5452-01A	69 years, male, white, stage:Stage II, alive, 1789 days	7206.8
TCGA-B4-5844-01A	61 years, female, white, stage:Stage II, alive, 7 days	7174.5
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:Stage I, alive, 495 days	7171.9
TCGA-CW-5583-01A	51 years, female, white, stage:Stage I, alive, 2489 days	7168.6
TCGA-BP-4760-01A	69 years, male, black or african american, stage:Stage I, alive, 2361 days	7167.0
TCGA-B0-4849-01A	51 years, male, white, stage:Stage III, dead, 69 days	7123.6
TCGA-A3-3349-01A	34 years, female, white, stage:Stage I, alive, 1385 days	7118.4
TCGA-CJ-4878-01A	71 years, female, white, stage:Stage III, alive, 2186 days	7117.2
TCGA-AK-3450-01A	85 years, female, white, stage:Stage I, alive, 1508 days	7111.7
TCGA-BP-4330-01A	60 years, female, black or african american, stage:Stage III, alive, 1888 days	7107.1
TCGA-BP-4158-01A	69 years, male, white, stage:Stage I, alive, 3377 days	7107.0
TCGA-CW-5589-01A	52 years, male, white, stage:Stage I, alive, 2378 days	7100.7
TCGA-A3-3387-01A	49 years, male, white, stage:Stage I, alive, 617 days	7093.5
TCGA-AK-3447-01A	83 years, male, white, stage:Stage II, alive, 1217 days	7088.6
TCGA-AK-3461-01A	72 years, male, white, stage:Stage I, alive, 2217 days	7073.9
TCGA-CJ-4904-01A	60 years, female, white, stage:Stage IV, alive, 3302 days	7072.5
TCGA-CZ-4856-01A	62 years, female, white, stage:Stage I, alive, 18 days	7047.7
TCGA-BP-4987-01A	41 years, female, asian, stage:Stage I, alive, 1124 days	7046.3
TCGA-BP-4965-01A	46 years, male, white, stage:Stage I, alive, 1871 days	7041.2
TCGA-EU-5906-01A	55 years, male, white, stage:Stage I, alive, 206 days	7040.8
TCGA-DV-5574-01A	37 years, male, white, stage:Stage I, alive, 2016 days	7038.9
TCGA-B0-5696-01A	69 years, male, white, stage:Stage III, alive, 2609 days	7030.8
TCGA-AS-3778-01A	35 years, male, white, stage:Stage I, alive, 43 days	7021.6
TCGA-BP-4165-01A	64 years, female, white, stage:Stage I, alive, 3037 days	7018.4
TCGA-CZ-5453-01A	67 years, male, white, stage:Stage II, dead, 2419 days	7009.2
TCGA-CZ-5470-01A	72 years, female, stage:Stage II, alive, 386 days	7008.6
TCGA-CJ-4876-01A	57 years, male, white, stage:Stage II, alive, 1955 days	7001.5
TCGA-BP-4770-01A	73 years, female, white, stage:Stage IV, dead, 329 days	6990.5
TCGA-B0-5712-01A	68 years, female, black or african american, stage:Stage IV, alive, 2722 days	6989.6
TCGA-CZ-5982-01A	59 years, female, white, stage:Stage I, alive, 2439 days	6971.6
TCGA-B0-5095-01A	81 years, male, white, stage:Stage III, dead, 245 days	6963.4
TCGA-BP-4968-01A	40 years, male, white, stage:Stage I, alive, 1746 days	6956.4
TCGA-B0-5110-01A	71 years, female, white, stage:Stage I, alive, 2009 days	6955.7
TCGA-B4-5836-01A	61 years, female, white, stage:Stage I, alive, 141 days	6949.8
TCGA-EU-5904-01A	47 years, female, white, stage:Stage I, alive, 551 days	6931.3
TCGA-B0-4843-01A	57 years, male, white, stage:Stage III, dead, 320 days	6922.9
TCGA-A3-3331-01A	86 years, female, white, stage:Stage I, alive, 1257 days	6920.8
TCGA-CJ-4893-01A	76 years, female, white, stage:Stage I, alive, 750 days	6916.2
TCGA-BP-4993-01A	58 years, male, white, stage:Stage I, alive, 177 days	6914.4
TCGA-BP-4774-01A	57 years, female, white, stage:Stage I, alive, 1885 days	6908.4
TCGA-B0-4811-01A	48 years, male, white, stage:Stage III, dead, 1417 days	6896.0
TCGA-BP-5183-01A	57 years, male, white, stage:Stage III, alive, 1291 days	6893.0
TCGA-CZ-4853-01A	82 years, male, white, stage:Stage I, alive, 774 days	6892.1
TCGA-BP-4967-01A	76 years, male, white, stage:Stage III, alive, 205 days	6890.4
TCGA-B2-4101-01A	52 years, male, white, stage:Stage II, alive, 648 days	6877.4
TCGA-A3-3385-01A	46 years, female, white, stage:Stage I, alive, 1993 days	6876.9
TCGA-B0-4844-01A	60 years, male, white, stage:Stage IV, dead, 313 days	6872.5
TCGA-BP-5008-01A	46 years, male, white, stage:Stage I, alive, 1071 days	6856.5
TCGA-B0-5700-01A	77 years, male, white, stage:Stage I, alive, 1790 days	6854.5
TCGA-BP-4162-01A	65 years, female, white, stage:Stage I, alive, 3074 days	6851.3
TCGA-CW-5591-01A	56 years, male, white, stage:Stage IV, alive, 2271 days	6847.9
TCGA-BP-4974-01A	58 years, male, white, stage:Stage IV, dead, 211 days	6843.6
TCGA-BP-4758-01A	40 years, male, white, stage:Stage I, alive, 2208 days	6833.9
TCGA-CJ-4887-01A	48 years, male, white, stage:Stage IV, dead, 932 days	6791.0
TCGA-B0-5106-01A	64 years, male, white, stage:Stage I, dead, 1598 days	6789.6
TCGA-CJ-5683-01A	78 years, male, white, stage:Stage I, alive, 1889 days	6783.5
TCGA-AK-3456-01A	48 years, male, black or african american, stage:Stage II, alive, 1143 days	6774.3
TCGA-B4-5377-01A	68 years, female, white, stage:Stage IV, alive, 365 days	6766.3
TCGA-B0-5699-01A	53 years, male, white, stage:Stage I, alive, 3841 days	6743.0
TCGA-B0-5694-01A	71 years, male, white, stage:Stage III, dead, 480 days	6738.0
TCGA-B0-5713-01A	75 years, female, white, stage:Stage III, alive, 2782 days	6719.3
TCGA-CZ-5451-01A	74 years, male, white, stage:Stage II, alive, 1929 days	6717.9
TCGA-B8-4143-01A	66 years, female, white, stage:Stage IV, dead, 709 days	6703.9
TCGA-B8-5553-01A	67 years, female, white, stage:Stage I, alive, 435 days	6684.2
TCGA-BP-4991-01A	54 years, male, white, stage:Stage I, alive, 1413 days	6664.2
TCGA-B0-5113-01A	69 years, female, white, stage:Stage III, alive, 1175 days	6663.8
TCGA-BP-5199-01A	58 years, male, white, stage:Stage II, alive, 1355 days	6658.9
TCGA-B0-4821-01A	68 years, female, asian, stage:Stage III, dead, 1230 days	6658.3
TCGA-BP-4986-01A	75 years, male, white, stage:Stage I, alive, 785 days	6638.5
TCGA-B0-5705-01A	65 years, female, white, stage:Stage I, alive, 4537 days	6635.1
TCGA-CZ-4862-01A	46 years, male, white, stage:Stage I, alive, 3271 days	6632.6
TCGA-DV-5568-01A	26 years, male, white, stage:Stage I, alive, 370 days	6599.5
TCGA-BP-4327-01A	75 years, female, white, stage:Stage II, dead, 109 days	6581.6
TCGA-CJ-4869-01A	49 years, male, white, stage:Stage III, alive, 2554 days	6575.8
TCGA-B0-4700-01A	60 years, male, white, stage:Stage IV, dead, 1980 days	6573.2
TCGA-B0-5119-01A	61 years, female, white, stage:Stage I, alive, 1552 days	6568.0
TCGA-BP-4970-01A	44 years, male, asian, stage:Stage III, alive, 433 days	6565.8
TCGA-BP-4167-01A	59 years, male, white, stage:Stage III, alive, 2718 days	6562.3
TCGA-A3-3335-01A	41 years, male, white, stage:Stage II, alive, 1886 days	6541.3
TCGA-B0-4818-01A	68 years, female, white, stage:Stage II, dead, 510 days	6509.9
TCGA-B0-5711-01A	50 years, male, white, stage:Stage III, alive, 3989 days	6497.2
TCGA-CJ-6028-01A	58 years, male, white, stage:Stage IV, dead, 1625 days	6494.7
TCGA-B0-5097-01A	59 years, female, white, stage:Stage III, alive, 665 days	6475.4
TCGA-BP-4982-01A	42 years, male, white, stage:Stage I, alive, 1014 days	6464.2
TCGA-BP-4349-01A	68 years, female, white, stage:Stage I, alive, 372 days	6456.1
TCGA-BP-4335-01A	65 years, female, white, stage:Stage IV, dead, 475 days	6416.5
TCGA-CW-6088-01A	60 years, male, white, stage:Stage I, alive, 3222 days	6401.4
TCGA-B0-4714-01A	81 years, male, white, stage:Stage IV, dead, 99 days	6397.5
TCGA-BP-4776-01A	52 years, male, white, stage:Stage I, alive, 411 days	6395.1
TCGA-BP-4325-01A	64 years, female, white, stage:Stage I, alive, 2964 days	6379.6
TCGA-B0-5698-01A	77 years, male, black or african american, stage:Stage I, alive, 3631 days	6374.6
TCGA-B0-5691-01A	66 years, female, white, stage:Stage I, alive, 3431 days	6352.6
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:Stage I, alive, 3 days	6334.2
TCGA-BP-4804-01A	59 years, male, white, stage:Stage I, alive, 1459 days	6324.2
TCGA-AK-3426-01A	37 years, male, white, stage:Stage III, dead, 885 days	6318.8
TCGA-MM-A564-01A	68 years, male, black or african american, stage:Stage II, alive, 607 days	6305.5
TCGA-B0-5096-01A	72 years, female, white, stage:Stage III, dead, 68 days	6297.7
TCGA-BP-4960-01A	46 years, male, white, stage:Stage II, alive, 2172 days	6296.9
TCGA-B2-A4SR-01A	61 years, male, black or african american, stage:Stage II, alive, 507 days	6272.3
TCGA-BP-4338-01A	43 years, male, white, stage:Stage I, alive, 2859 days	6272.1
TCGA-BP-4342-01A	79 years, male, white, stage:Stage II, dead, 2256 days	6258.0
TCGA-BP-4959-01A	49 years, male, white, stage:Stage I, alive, 2660 days	6247.5
TCGA-B0-5084-01A	33 years, male, white, stage:Stage IV, dead, 222 days	6246.8
TCGA-CJ-4641-01A	55 years, female, white, stage:Stage IV, dead, 1661 days	6226.5
TCGA-CJ-4868-01A	42 years, male, white, stage:Stage IV, dead, 646 days	6210.0
TCGA-B8-5550-01A	71 years, male, white, stage:Stage III, alive, 1476 days	6191.0
TCGA-DV-5565-01A	59 years, male, white, stage:Stage I, alive, 1329 days	6180.0
TCGA-B0-5121-01A	56 years, male, white, stage:Stage I, alive, 1485 days	6176.8
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:Stage III, alive, 323 days	6167.7
TCGA-CJ-6032-01A	63 years, female, white, stage:Stage II, alive, 3639 days	6166.7
TCGA-B4-5378-01A	62 years, male, white, stage:Stage I, alive, 175 days	6162.6
TCGA-CW-5585-01A	51 years, male, white, stage:Stage IV, alive, 2609 days	6158.4
TCGA-CZ-5989-01A	60 years, male, white, stage:Stage II, alive, 1905 days	6129.3
TCGA-CZ-5985-01A	58 years, male, white, stage:Stage II, alive, 1997 days	6124.5
TCGA-BP-4799-01A	70 years, male, white, stage:Stage III, dead, 1133 days	6117.1
TCGA-BP-5200-01A	44 years, male, white, stage:Stage II, alive, 1063 days	6103.7
TCGA-CJ-4634-01A	60 years, female, white, stage:Stage I, alive, 3498 days	6092.3
TCGA-CJ-4881-01A	41 years, male, white, stage:Stage III, alive, 2014 days	6091.7
TCGA-BP-4173-01A	47 years, male, white, stage:Stage II, alive, 1893 days	6072.2
TCGA-B0-5703-01A	73 years, male, white, stage:Stage I, alive, 2246 days	6068.9
TCGA-A3-3372-01A	64 years, male, white, stage:Stage III, alive, 735 days	6047.5
TCGA-CJ-4899-01A	42 years, male, asian, stage:Stage I, alive, 1528 days	6035.0
TCGA-B0-5701-01A	65 years, male, white, stage:Stage III, alive, 2461 days	6033.2
TCGA-A3-3373-01A	54 years, female, white, stage:Stage I, alive, 1621 days	6029.8
TCGA-CJ-4637-01A	52 years, female, white, stage:Stage IV, dead, 2227 days	6025.4
TCGA-MM-A563-01A	41 years, male, black or african american, stage:'--, alive, 591 days	6008.2
TCGA-CJ-4873-01A	85 years, female, white, stage:Stage III, alive, 1776 days	6003.3
TCGA-B0-4824-01A	49 years, female, white, stage:Stage I, dead, 1657 days	5980.9
TCGA-CJ-4639-01A	49 years, female, white, stage:Stage II, alive, 3229 days	5976.0
TCGA-A3-3320-01A	52 years, female, white, stage:Stage I, alive, 1508 days	5976.0
TCGA-CJ-4908-01A	38 years, male, white, stage:Stage I, alive, 1531 days	5951.8
TCGA-A3-3359-01A	82 years, female, white, stage:Stage I, alive, 2504 days	5949.1
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:Stage I, alive, 365 days	5946.2
TCGA-A3-3322-01A	51 years, male, white, stage:Stage I, alive, 1478 days	5939.7
TCGA-CW-5584-01A	74 years, male, white, stage:Stage III, dead, 164 days	5910.8
TCGA-CJ-5675-01A	70 years, male, white, stage:Stage II, alive, 3936 days	5904.3
TCGA-BP-4995-01A	68 years, male, white, stage:Stage I, alive, 1371 days	5902.5
TCGA-B8-5164-01A	65 years, male, white, stage:Stage III, alive, 26 days	5901.1
TCGA-BP-4972-01A	43 years, female, white, stage:Stage III, alive, 1502 days	5881.6
TCGA-BP-4337-01A	76 years, female, white, stage:Stage III, dead, 2 days	5880.4
TCGA-B0-4945-01A	75 years, female, white, stage:Stage I, dead, 2145 days	5875.5
TCGA-B0-4828-01A	79 years, male, white, stage:Stage IV, dead, 307 days	5810.9
TCGA-CJ-4890-01A	72 years, male, white, stage:Stage IV, alive, 3519 days	5807.6
TCGA-B0-5707-01A	39 years, female, white, stage:Stage I, alive, 3744 days	5798.0
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:Stage I, dead, 1091 days	5790.5
TCGA-BP-4962-01A	58 years, male, white, stage:Stage II, alive, 1785 days	5787.7
TCGA-A3-3328-01A	79 years, male, white, stage:Stage I, alive, 1385 days	5770.9
TCGA-CJ-6027-01A	77 years, male, white, stage:Stage I, dead, 3615 days	5769.0
TCGA-B0-4838-01A	69 years, female, white, stage:Stage I, dead, 834 days	5762.8
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:Stage IV, dead, 574 days	5749.1
TCGA-B0-5710-01A	57 years, male, white, stage:Stage I, alive, 2430 days	5748.6
TCGA-B2-5636-01A	79 years, male, white, stage:Stage I, alive, 919 days	5748.5
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:Stage I, alive, 385 days	5748.3
TCGA-CZ-5462-01A	83 years, male, white, stage:Stage IV, dead, 311 days	5747.2
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:Stage I, alive, 468 days	5713.9
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:Stage I, alive, 2470 days	5701.7
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:Stage II, alive, 256 days	5663.9
TCGA-BP-5201-01A	63 years, male, white, stage:Stage IV, alive, 951 days	5626.6
TCGA-B0-4827-01A	77 years, female, white, stage:Stage III, dead, 885 days	5616.1
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:Stage I, alive, 469 days	5606.6
TCGA-BP-4777-01A	46 years, male, white, stage:Stage I, alive, 1731 days	5601.9
TCGA-DV-5567-01A	40 years, female, black or african american, stage:Stage I, alive, 2004 days	5595.1
TCGA-CJ-4889-01A	63 years, female, white, stage:Stage I, alive, 1946 days	5594.5
TCGA-A3-3324-01A	51 years, male, white, stage:Stage I, alive, 1186 days	5590.0
TCGA-CZ-5984-01A	51 years, male, white, stage:Stage I, alive, 2067 days	5551.4
TCGA-BP-5196-01A	53 years, male, white, stage:Stage I, alive, 1018 days	5548.5
TCGA-B0-5088-01A	53 years, male, white, stage:Stage I, dead, 563 days	5535.6
TCGA-B0-5697-01A	50 years, male, white, stage:Stage I, alive, 2630 days	5525.9
TCGA-CJ-4916-01A	69 years, female, white, stage:Stage III, alive, 1373 days	5522.6
TCGA-B2-5641-01A	79 years, male, white, stage:Stage I, alive, 656 days	5508.8
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:Stage I, alive, 53 days	5508.3
TCGA-BP-5010-01A	63 years, male, white, stage:Stage III, dead, 878 days	5502.6
TCGA-CJ-4891-01A	57 years, female, white, stage:Stage III, dead, 819 days	5497.0
TCGA-DV-5576-01A	55 years, female, black or african american, stage:Stage I, dead, 727 days	5489.4
TCGA-CW-6087-01A	61 years, male, white, stage:Stage IV, dead, 41 days	5485.1
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:Stage I, alive, 3 days	5481.4
TCGA-B0-5081-01A	79 years, female, white, stage:Stage III, dead, 362 days	5479.4
TCGA-BP-4765-01A	43 years, male, white, stage:Stage I, alive, 2184 days	5468.1
TCGA-BP-4341-01A	67 years, male, white, stage:Stage III, dead, 1589 days	5444.1
TCGA-BP-4766-01A	43 years, female, white, stage:Stage I, alive, 1462 days	5431.2
TCGA-CJ-5681-01A	44 years, female, white, stage:Stage IV, dead, 552 days	5430.3
TCGA-BP-4999-01A	56 years, male, white, stage:Stage I, alive, 1266 days	5426.1
TCGA-CZ-4857-01A	56 years, male, white, stage:Stage IV, dead, 1432 days	5384.2
TCGA-B4-5832-01A	65 years, male, white, stage:Stage III, alive, 155 days	5362.2
TCGA-CZ-5987-01A	60 years, male, white, stage:Stage IV, dead, 445 days	5341.7
TCGA-BP-4768-01A	72 years, female, white, stage:Stage I, alive, 400 days	5337.1
TCGA-EU-5905-01A	67 years, female, white, stage:Stage I, alive, 119 days	5334.3
TCGA-CZ-5456-01A	57 years, male, white, stage:Stage II, alive, 2422 days	5331.8
TCGA-BP-4347-01A	74 years, male, white, stage:Stage III, alive, 1367 days	5321.0
TCGA-AK-3453-01A	58 years, female, white, stage:Stage II, alive, 2531 days	5311.8
TCGA-CW-6097-01A	32 years, male, white, stage:Stage III, dead, 571 days	5310.3
TCGA-B0-4822-01A	78 years, male, white, stage:Stage II, dead, 1111 days	5309.1
TCGA-BP-4331-01A	52 years, male, white, stage:Stage I, dead, 2454 days	5302.0
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:Stage I, alive, 431 days	5289.7
TCGA-A3-3357-01A	62 years, male, white, stage:Stage II, alive, 2688 days	5269.7
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:Stage I, alive, 1018 days	5256.1
TCGA-DV-5573-01A	41 years, male, white, stage:Stage I, alive, 1130 days	5215.0
TCGA-BP-4798-01A	74 years, male, white, stage:'--, dead, 334 days	5205.7
TCGA-B0-4691-01A	55 years, male, white, stage:Stage IV, dead, 139 days	5202.7
TCGA-B0-5709-01A	62 years, female, white, stage:Stage III, alive, 3974 days	5189.7
TCGA-BP-4963-01A	63 years, male, white, stage:Stage I, alive, 1834 days	5162.1
TCGA-CJ-4875-01A	67 years, male, white, stage:Stage IV, dead, 3554 days	5133.4
TCGA-CW-5587-01A	62 years, female, white, stage:Stage III, alive, 2226 days	5130.7
TCGA-CJ-4884-01A	72 years, female, white, stage:Stage III, alive, 1759 days	5125.4
TCGA-BP-5000-01A	40 years, male, white, stage:Stage I, alive, 563 days	5119.5
TCGA-CJ-5680-01A	65 years, female, white, stage:Stage IV, dead, 768 days	5105.5
TCGA-A3-3326-01A	47 years, male, white, stage:Stage I, alive, 1137 days	5069.3
TCGA-A3-3351-01A	42 years, male, white, stage:Stage II, alive, 910 days	5069.2
TCGA-BP-5174-01A	45 years, female, white, stage:Stage I, alive, 2257 days	5061.8
TCGA-B0-4833-01A	82 years, female, white, stage:Stage I, dead, 2386 days	5056.9
TCGA-B8-5162-01A	62 years, male, white, stage:Stage II, alive, 36 days	5056.6
TCGA-CJ-4636-01A	51 years, male, white, stage:Stage III, alive, 1924 days	5041.7
TCGA-CZ-4866-01A	79 years, female, white, stage:Stage I, alive, 3267 days	5008.5
TCGA-BP-4354-01A	40 years, male, white, stage:Stage IV, dead, 1034 days	5006.5
TCGA-CJ-5679-01A	73 years, male, white, stage:Stage III, dead, 679 days	5006.1
TCGA-B0-4847-01A	60 years, male, white, stage:Stage IV, dead, 793 days	5003.7
TCGA-GK-A6C7-01A	76 years, female, black or african american, stage:Stage I, alive, 61 days	4996.8
TCGA-B8-5163-01A	63 years, female, white, stage:Stage III, alive, 822 days	4960.5
TCGA-B0-5077-01A	77 years, male, white, stage:Stage I, dead, 1317 days	4944.7
TCGA-B2-4102-01A	61 years, male, white, stage:Stage I, alive, 952 days	4928.7
TCGA-BP-5009-01A	52 years, male, white, stage:Stage I, dead, 1092 days	4906.4
TCGA-B0-4696-01A	58 years, male, white, stage:Stage III, dead, 866 days	4889.7
TCGA-AK-3454-01A	84 years, male, white, stage:Stage I, alive, 874 days	4889.1
TCGA-B0-4819-01A	60 years, female, white, stage:Stage IV, dead, 183 days	4857.1
TCGA-AK-3445-01A	69 years, male, white, stage:Stage III, alive, 2392 days	4823.0
TCGA-BP-5191-01A	79 years, male, white, stage:Stage III, alive, 967 days	4796.1
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:Stage II, alive, 528 days	4792.0
TCGA-CJ-4901-01A	47 years, male, white, stage:Stage III, alive, 1450 days	4785.2
TCGA-BP-5168-01A	75 years, male, white, stage:Stage I, dead, 1463 days	4769.0
TCGA-BP-4994-01A	54 years, male, white, stage:Stage I, alive, 1308 days	4766.2
TCGA-BP-4973-01A	47 years, male, white, stage:Stage III, alive, 1384 days	4762.5
TCGA-CJ-4888-01A	59 years, male, white, stage:Stage IV, dead, 1567 days	4742.5
TCGA-BP-4787-01A	59 years, female, white, stage:Stage IV, dead, 480 days	4736.6
TCGA-CJ-5672-01A	84 years, male, white, stage:Stage I, dead, 1972 days	4736.4
TCGA-CZ-4858-01A	39 years, male, white, stage:Stage II, dead, 2105 days	4707.8
TCGA-CZ-4864-01A	86 years, male, white, stage:Stage II, dead, 1315 days	4704.0
TCGA-BP-4985-01A	72 years, male, white, stage:Stage III, dead, 952 days	4694.9
TCGA-B2-5635-01A	74 years, male, white, stage:Stage I, alive, 755 days	4666.0
TCGA-BP-4969-01A	63 years, female, white, stage:Stage I, alive, 1794 days	4662.1
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:Stage III, alive, 1883 days	4628.9
TCGA-CZ-5468-01A	84 years, male, white, stage:Stage IV, dead, 59 days	4612.9
TCGA-BP-4983-01A	67 years, female, asian, stage:Stage III, alive, 1413 days	4603.6
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:Stage IV, dead, 1626 days	4561.1
TCGA-B0-4710-01A	75 years, female, white, stage:Stage III, alive, 1755 days	4558.5
TCGA-B0-5092-01A	53 years, female, white, stage:Stage IV, dead, 459 days	4555.6
TCGA-BP-5175-01A	60 years, male, white, stage:Stage I, alive, 932 days	4542.8
TCGA-B0-5692-01A	66 years, female, white, stage:Stage III, alive, 3944 days	4499.5
TCGA-BP-4771-01A	62 years, male, white, stage:Stage IV, dead, 162 days	4496.6
TCGA-BP-5190-01A	61 years, male, white, stage:Stage I, alive, 1011 days	4493.7
TCGA-CZ-4854-01A	68 years, male, white, stage:Stage I, dead, 1404 days	4490.2
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:Stage I, alive, 362 days	4465.4
TCGA-B0-5099-01A	88 years, female, white, stage:Stage III, dead, 485 days	4465.0
TCGA-B0-5075-01A	77 years, female, white, stage:Stage III, dead, 637 days	4432.7
TCGA-A3-3317-01A	67 years, male, stage:Stage II, alive, 1491 days	4363.8
TCGA-B0-5109-01A	69 years, male, white, stage:Stage III, dead, 587 days	4331.0
TCGA-B0-4697-01A	46 years, female, white, stage:Stage IV, dead, 578 days	4289.3
TCGA-CZ-5455-01A	63 years, male, white, stage:Stage IV, dead, 561 days	4262.1
TCGA-BP-4797-01A	34 years, male, white, stage:Stage III, alive, 1107 days	4259.3
TCGA-B0-4698-01A	75 years, male, white, stage:Stage IV, dead, 42 days	4256.4
TCGA-B2-3923-01A	59 years, male, white, stage:Stage II, alive, 992 days	4231.5
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:Stage I, alive, 700 days	4216.9
TCGA-B0-5400-01A	59 years, female, white, stage:Stage III, alive, 1733 days	4189.9
TCGA-B0-4817-01A	81 years, male, white, stage:Stage III, dead, 1019 days	4184.1
TCGA-BP-4981-01A	75 years, female, white, stage:Stage III, dead, 1097 days	4107.4
TCGA-BP-5001-01A	43 years, female, white, stage:Stage I, alive, 1177 days	4101.7
TCGA-B8-4148-01A	63 years, female, white, stage:Stage I, alive, 1520 days	4099.2
TCGA-B0-5085-01A	76 years, female, white, stage:Stage III, dead, 770 days	4082.5
TCGA-B0-4842-01A	73 years, female, white, stage:Stage III, dead, 1724 days	4079.5
TCGA-CZ-4863-01A	51 years, female, white, stage:Stage III, alive, 1928 days	4056.2
TCGA-B0-5083-01A	63 years, male, white, stage:Stage I, dead, 1045 days	4049.7
TCGA-AK-3443-01A	45 years, male, white, stage:Stage II, alive, 1423 days	4041.2
TCGA-BP-4346-01A	57 years, male, white, stage:Stage III, dead, 1493 days	4003.2
TCGA-A3-3313-01A	59 years, male, black or african american, stage:Stage I, dead, 735 days	3988.1
TCGA-A3-3347-01A	76 years, female, white, stage:Stage III, dead, 1610 days	3963.8
TCGA-B0-4713-01A	76 years, female, white, stage:Stage III, dead, 202 days	3926.9
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:Stage IV, dead, 242 days	3919.7
TCGA-A3-3370-01A	48 years, female, white, stage:Stage I, alive, 2274 days	3899.0
TCGA-B0-5094-01A	62 years, male, white, stage:Stage IV, dead, 333 days	3897.0
TCGA-CJ-4900-01A	69 years, female, white, stage:Stage IV, dead, 1714 days	3889.7
TCGA-A3-3346-01A	68 years, male, white, stage:Stage I, dead, 137 days	3873.9
TCGA-A3-3378-01A	60 years, male, white, stage:Stage I, alive, 630 days	3827.9
TCGA-B0-4841-01A	63 years, male, white, stage:Stage IV, dead, 204 days	3708.9
TCGA-B8-4621-01A	63 years, male, black or african american, stage:Stage I, alive, 788 days	3677.2
TCGA-B0-4699-01A	74 years, male, white, stage:Stage IV, dead, 110 days	3642.3
TCGA-BP-5169-01A	70 years, male, white, stage:Stage I, alive, 193 days	3597.2
TCGA-CJ-4638-01A	46 years, female, white, stage:Stage IV, dead, 431 days	3583.0
TCGA-B0-4834-01A	49 years, male, white, stage:Stage I, dead, 2090 days	3567.3
TCGA-BP-4977-01A	57 years, male, white, stage:Stage I, alive, 454 days	3563.9
TCGA-BP-4756-01A	62 years, female, asian, stage:Stage I, alive, 374 days	3557.1
TCGA-B8-4619-01A	58 years, male, white, stage:Stage I, alive, 523 days	3541.4
TCGA-B0-4815-01A	65 years, male, white, stage:Stage III, dead, 1588 days	3513.1
TCGA-BP-4971-01A	40 years, male, white, stage:Stage III, alive, 1487 days	3502.6
TCGA-BP-5004-01A	53 years, male, white, stage:Stage I, alive, 1126 days	3492.4
TCGA-AK-3440-01A	58 years, male, white, stage:Stage I, alive, 2865 days	3392.8
TCGA-AK-3465-01A	71 years, female, black or african american, stage:Stage I, alive, 369 days	3390.1
TCGA-BP-4989-01A	58 years, male, white, stage:Stage III, alive, 118 days	3293.2
TCGA-B8-5551-01A	65 years, female, black or african american, stage:Stage I, alive, 16 days	3183.6
TCGA-B2-4098-01A	72 years, female, black or african american, stage:Stage I, dead, 51 days	3156.7
TCGA-A3-3319-01A	70 years, male, white, stage:Stage I, alive, 1130 days	3028.6
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:Stage I, alive, 356 days	3026.7
TCGA-B0-5706-01A	45 years, male, white, stage:Stage II, alive, 3205 days	3011.5
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:Stage III, alive, 830 days	2944.1
TCGA-B0-4707-01A	63 years, male, white, stage:Stage III, dead, 600 days	2917.6
TCGA-AS-3777-01A	63 years, male, white, stage:Stage I, alive, 1238 days	2843.8
TCGA-BP-5185-01A	56 years, male, white, stage:Stage I, alive, 1132 days	2843.2
TCGA-B4-5835-01A	64 years, female, white, stage:Stage I, alive, 16 days	2811.1
TCGA-AK-3433-01A	48 years, female, white, stage:Stage II, alive, 3409 days	2717.8
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:Stage I, alive, 150 days	2608.9
TCGA-BP-4761-01A	57 years, male, white, stage:Stage III, alive, 182 days	2604.6
TCGA-B0-5117-01A	40 years, male, white, stage:Stage I, alive, 1608 days	2552.1
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:Stage I, alive, 2133 days	2267.7
TCGA-A3-3374-01A	51 years, female, black or african american, stage:Stage I, alive, 1314 days	2146.0
TCGA-BP-4352-01A	74 years, female, white, stage:Stage IV, dead, 344 days	1994.8
TCGA-BP-4992-01A	66 years, male, white, stage:Stage I, alive, 501 days	1993.6
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:Stage I, alive, 909 days	1839.5
TCGA-B0-5702-01A	71 years, male, white, stage:Stage I, alive, 2172 days	1532.5
TCGA-BP-4334-01A	56 years, male, white, stage:Stage III, dead, 645 days	1279.9
Show allShow less

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

& Survival analysisⁱ

TPT1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 4154.64

Median expressionⁱ : 5264.05

Median follow up timeⁱ : 4.15

P scoreⁱ 0.000013

5-year survival highⁱ 86%

5-year survival lowⁱ 55%

TCGA RNA samplesⁱ

Average TPM

5368.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-55	58 years, female, NA, stage:pT3bN0M0, alive, 1260 days	10503.7
ccRCC-97	40 years, male, NA, stage:pT1aN2M1, dead, 990 days	10135.7
ccRCC-50	68 years, male, NA, stage:pT3bN0M0, alive, 900 days	9069.4
ccRCC-3	71 years, male, NA, stage:pT3bN1M0, dead, 240 days	8529.2
ccRCC-8	73 years, male, NA, stage:pT1bN0M0, alive, 2400 days	8025.2
ccRCC-91	67 years, male, NA, stage:pT1aN0M0, dead, 1890 days	8025.1
ccRCC-6	75 years, male, NA, stage:pT1bN0M0, alive, 2820 days	7819.6
ccRCC-32	55 years, male, NA, stage:pT2N0M0, dead, 1320 days	7409.7
ccRCC-16	48 years, male, NA, stage:pT2N0M0, alive, 2190 days	7228.5
ccRCC-100	65 years, male, NA, stage:pT1aN0M0, alive, 4260 days	7102.7
ccRCC-62	78 years, male, NA, stage:pT1bN0M0, alive, 1620 days	6980.7
ccRCC-48	42 years, male, NA, stage:pT1bN0M0, alive, 990 days	6967.8
ccRCC-11	76 years, male, NA, stage:pT1aN0M0, alive, 2370 days	6914.2
ccRCC-104	52 years, female, NA, stage:pT1aN0M0, alive, 3480 days	6888.7
ccRCC-40	65 years, male, NA, stage:pT1aN0M0, alive, 1020 days	6749.9
ccRCC-103	55 years, female, NA, stage:pT1aN0M0, alive, 4350 days	6737.1
ccRCC-7	87 years, female, NA, stage:pT2N0M0, alive, 330 days	6601.6
ccRCC-27	56 years, male, NA, stage:pT1aN0M0, alive, 1590 days	6579.6
ccRCC-85	73 years, female, NA, stage:pT1bN0M0, alive, 3330 days	6512.8
ccRCC-99	60 years, female, NA, stage:pT2N0M0, alive, 3330 days	6477.7
ccRCC-46	61 years, male, NA, stage:pT1bN0M0, alive, 990 days	6450.8
ccRCC-93	60 years, male, NA, stage:pT1bN0M0, alive, 3660 days	6430.6
ccRCC-12	80 years, male, NA, stage:pT1aN0M0, alive, 900 days	6365.9
ccRCC-79	35 years, male, NA, stage:pT1bN0M0, alive, 2670 days	6361.7
ccRCC-19	39 years, female, NA, stage:pT2N0M0, alive, 2100 days	6337.9
ccRCC-18	56 years, female, NA, stage:pT1aN0M0, alive, 2130 days	6299.2
ccRCC-24	91 years, male, NA, stage:pT3bN0M0, dead, 750 days	6289.3
ccRCC-25	65 years, male, NA, stage:pT1aN0M0, alive, 1350 days	6283.0
ccRCC-51	70 years, male, NA, stage:pT3aN0M0, alive, 1410 days	6142.4
ccRCC-71	72 years, male, NA, stage:pT1bN0M0, alive, 2160 days	6106.5
ccRCC-69	80 years, male, NA, stage:pT1aN0M0, alive, 2670 days	6096.3
ccRCC-70	70 years, male, NA, stage:pT4N0M1, dead, 540 days	6089.8
ccRCC-96	52 years, male, NA, stage:pT1aN0M0, alive, 3930 days	6044.0
ccRCC-60	78 years, female, NA, stage:pT1aN0M0, alive, 1470 days	5917.2
ccRCC-58	62 years, male, NA, stage:pT1aN0M0, alive, 1110 days	5862.0
ccRCC-35	67 years, male, NA, stage:pT1aN0M0, alive, 1380 days	5774.4
ccRCC-81	73 years, male, NA, stage:pT3aN2M0, dead, 1290 days	5727.1
ccRCC-20	56 years, female, NA, stage:pT3aN0M1, alive, 930 days	5709.3
ccRCC-77	41 years, male, NA, stage:pT1bN0M0, alive, 1860 days	5604.8
ccRCC-54	57 years, male, NA, stage:pT1bN0M0, alive, 1200 days	5571.0
ccRCC-92	59 years, male, NA, stage:pT1aN0M0, alive, 3660 days	5531.7
ccRCC-67	59 years, male, NA, stage:pT1aN0M0, dead, 1260 days	5519.2
ccRCC-5	77 years, male, NA, stage:pT1aN0M0, alive, 2940 days	5515.9
ccRCC-78	70 years, female, NA, stage:pT1aN0M0, alive, 2610 days	5455.5
ccRCC-53	69 years, male, NA, stage:pT1aN0M0, alive, 1260 days	5405.0
ccRCC-1	58 years, female, NA, stage:pT1bN0M0, alive, 3330 days	5345.4
ccRCC-72	35 years, male, NA, stage:pT1bN0M0, alive, 2760 days	5340.9
ccRCC-23	72 years, male, NA, stage:pT1bN0M0, alive, 1170 days	5340.4
ccRCC-29	73 years, female, NA, stage:pT1aN0M0, alive, 1710 days	5279.7
ccRCC-14	58 years, male, NA, stage:pT3cN0M0, alive, 2280 days	5275.2
ccRCC-87	40 years, male, NA, stage:pT1bN0M0, alive, 2370 days	5252.9
ccRCC-76	81 years, female, NA, stage:pT3aN0M1, dead, 960 days	5215.7
ccRCC-73	56 years, male, NA, stage:pT1aN0M0, alive, 2640 days	5209.3
ccRCC-68	69 years, male, NA, stage:pT1bN0M0, alive, 2640 days	5170.3
ccRCC-82	53 years, male, NA, stage:pT1aN0M0, alive, 3090 days	5132.7
ccRCC-34	65 years, male, NA, stage:pT3bN0M1, alive, 1530 days	5120.8
ccRCC-42	73 years, male, NA, stage:pT3aN0M0, alive, 1170 days	5112.3
ccRCC-31	75 years, male, NA, stage:pT1aN0M0, alive, 1560 days	5080.0
ccRCC-15	65 years, female, NA, stage:pT2N0M0, dead, 2070 days	5078.2
ccRCC-52	66 years, female, NA, stage:pT3bN0M1, alive, 1350 days	5068.5
ccRCC-105	59 years, male, NA, stage:pT1aN0M0, alive, 2190 days	5043.8
ccRCC-66	73 years, female, NA, stage:pT3bN0M1, alive, 2520 days	5017.2
ccRCC-44	56 years, female, NA, stage:pT1bN0M0, alive, 1050 days	4998.6
ccRCC-4	82 years, male, NA, stage:pT1bN0M0, dead, 270 days	4968.1
ccRCC-28	59 years, male, NA, stage:pT1bN0M0, alive, 1530 days	4954.9
ccRCC-17	54 years, female, NA, stage:pT1bN0M0, alive, 2220 days	4862.6
ccRCC-38	60 years, male, NA, stage:pT1aN0M0, alive, 1380 days	4805.0
ccRCC-98	54 years, male, NA, stage:pT1aN0M0, alive, 30 days	4774.1
ccRCC-43	55 years, female, NA, stage:pT1bN0M0, alive, 1050 days	4771.9
ccRCC-61	56 years, male, NA, stage:pT1aN0M0, alive, 1470 days	4751.3
ccRCC-26	51 years, male, NA, stage:pT1bN0M0, alive, 1800 days	4488.4
ccRCC-86	74 years, female, NA, stage:pT1bN0M0, alive, 3390 days	4380.1
ccRCC-90	72 years, male, NA, stage:pT1aN0M0, dead, 1170 days	4373.2
ccRCC-59	56 years, male, NA, stage:pT1bN0M0, alive, 930 days	4241.9
ccRCC-95	59 years, male, NA, stage:pT1bN0M0, alive, 3960 days	4236.0
ccRCC-45	61 years, male, NA, stage:pT1aN0M0, alive, 1020 days	4232.7
ccRCC-64	58 years, male, NA, stage:pT3aN0M0, alive, 2430 days	4222.8
ccRCC-102	53 years, male, NA, stage:pT1bN0M0, alive, 4260 days	4210.5
ccRCC-88	64 years, male, NA, stage:pT1aN0M0, alive, 2880 days	4163.6
ccRCC-94	69 years, male, NA, stage:pT1bN0M0, dead, 480 days	4145.7
ccRCC-89	59 years, male, NA, stage:pT1aN0M0, alive, 3510 days	4122.1
ccRCC-22	64 years, male, NA, stage:pT3bN0M0, dead, 330 days	4072.1
ccRCC-83	72 years, male, NA, stage:pT1aN0M0, alive, 300 days	3956.1
ccRCC-9	75 years, male, NA, stage:pT2N1M1, dead, 360 days	3902.5
ccRCC-49	64 years, male, NA, stage:pT3bN0M0, alive, 1290 days	3898.8
ccRCC-56	78 years, male, NA, stage:pT1aN0M0, alive, 1950 days	3719.0
ccRCC-13	44 years, female, NA, stage:pT3aN2M0, dead, 540 days	3716.7
ccRCC-75	58 years, male, NA, stage:pT3aN1M1, dead, 180 days	3623.3
ccRCC-39	73 years, male, NA, stage:pT2N0M0, alive, 900 days	3575.5
ccRCC-80	70 years, male, NA, stage:pT2N0M0, alive, 3000 days	3550.7
ccRCC-30	64 years, male, NA, stage:pT2N0M0, dead, 420 days	3456.4
ccRCC-41	82 years, male, NA, stage:pT3bN0M0, dead, 540 days	3420.9
ccRCC-106	58 years, male, NA, stage:pT1aN0M0, dead, 1890 days	3411.6
ccRCC-84	69 years, male, NA, stage:pT1bN0M0, alive, 2010 days	3388.6
ccRCC-21	70 years, male, NA, stage:pT1bN0M0, alive, 1080 days	3139.2
ccRCC-65	63 years, male, NA, stage:pT3bN0M1, dead, 300 days	3103.4
ccRCC-37	73 years, female, NA, stage:pT1aN0M0, alive, 1500 days	2553.7
ccRCC-10	76 years, male, NA, stage:pT3aN2M1, dead, 90 days	2540.9
ccRCC-2	71 years, male, NA, stage:pT1aN0M1, dead, 2190 days	2387.9
ccRCC-36	59 years, male, NA, stage:pT2N0M0, alive, 1410 days	1488.4
Show allShow less

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

& Survival analysisⁱ

TPT1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2973.91

Median expressionⁱ : 3902.55

Median follow up timeⁱ : 2.11

P scoreⁱ 0.16

5-year survival highⁱ 76%

5-year survival lowⁱ 70%

TCGA RNA samplesⁱ

Average TPM

4048.9

Number of samples

282

Samples

Sample	Description	TPM
TCGA-4A-A93X-01A	58 years, male, white, stage:Stage IV, alive, 390 days	12556.8
TCGA-AL-3467-01A	54 years, female, white, stage:'--, alive, 2135 days	9499.3
TCGA-MH-A856-01A	54 years, male, white, stage:Stage I, alive, 947 days	9461.1
TCGA-A4-A5Y1-01A	75 years, male, white, stage:Stage III, dead, 395 days	9441.8
TCGA-BQ-7048-01A	64 years, male, white, stage:Stage III, alive, 2839 days	8561.8
TCGA-B9-4115-01A	53 years, male, black or african american, stage:Stage I, alive, 803 days	8545.5
TCGA-B9-4117-01A	48 years, female, black or african american, stage:'--, alive, 14 days	7947.8
TCGA-5P-A9K4-01A	54 years, male, white, stage:'--, alive, 2184 days	7927.8
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:Stage IV, dead, 270 days	7671.8
TCGA-EV-5903-01A	57 years, male, white, stage:Stage I, alive, 757 days	7598.0
TCGA-5P-A9JV-01A	49 years, male, white, stage:'--, alive, 2043 days	7293.7
TCGA-SX-A7SN-01A	52 years, male, white, stage:Stage I, alive, 578 days	7109.5
TCGA-2Z-A9J7-01A	63 years, male, white, stage:Stage IV, dead, 139 days	6987.1
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:Stage III, dead, 2624 days	6933.5
TCGA-BQ-5893-01A	61 years, male, white, stage:Stage IV, dead, 241 days	6802.2
TCGA-B9-4617-01A	41 years, male, black or african american, stage:'--, alive, 35 days	6713.8
TCGA-B3-8121-01A	48 years, female, black or african american, stage:Stage I, alive, 379 days	6698.8
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:Stage I, alive, 1213 days	6635.7
TCGA-P4-AAVO-01A	69 years, male, white, stage:Stage I, alive, 2400 days	6558.1
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:Stage IV, dead, 363 days	6557.0
TCGA-GL-7966-01A	28 years, female, white, stage:Stage III, alive, 112 days	6539.7
TCGA-UZ-A9PR-01A	84 years, male, white, stage:Stage I, alive, 2191 days	6449.3
TCGA-BQ-5892-01A	51 years, male, white, stage:Stage I, alive, 364 days	6397.0
TCGA-SX-A7SQ-01A	48 years, male, white, stage:Stage I, alive, 1266 days	6329.5
TCGA-B3-4104-01A	75 years, male, white, stage:Stage II, alive, 1049 days	6296.6
TCGA-B9-4114-01A	49 years, male, black or african american, stage:'--, alive, 857 days	6283.7
TCGA-G7-6789-01A	53 years, female, white, stage:Stage IV, dead, 122 days	6239.6
TCGA-Y8-A8S0-01A	58 years, male, white, stage:Stage I, alive, 183 days	6199.2
TCGA-IA-A40Y-01A	60 years, female, white, stage:Stage III, alive, 62 days	6189.8
TCGA-MH-A561-01A	66 years, male, white, stage:Stage I, alive, 841 days	5965.8
TCGA-A4-7828-01A	74 years, female, black or african american, stage:Stage I, alive, 238 days	5942.4
TCGA-P4-A5EB-01A	83 years, male, white, stage:Stage I, alive, 2477 days	5910.0
TCGA-4A-A93W-01A	66 years, female, white, stage:Stage I, alive, 4 days	5909.7
TCGA-BQ-7061-01A	83 years, female, white, stage:Stage I, alive, 218 days	5887.4
TCGA-DW-5561-01A	51 years, male, black or african american, stage:Stage I, alive, 414 days	5857.2
TCGA-2Z-A9JE-01A	59 years, male, white, stage:Stage I, alive, 1728 days	5826.8
TCGA-BQ-7046-01A	61 years, male, white, stage:Stage I, alive, 2948 days	5805.2
TCGA-5P-A9K3-01A	59 years, male, white, stage:'--, dead, 471 days	5799.7
TCGA-DW-7839-01A	58 years, female, white, stage:Stage I, alive, 419 days	5793.6
TCGA-BQ-7051-01A	74 years, male, white, stage:Stage II, alive, 1533 days	5733.7
TCGA-DZ-6131-01A	31 years, male, white, stage:Stage III, alive, 2429 days	5630.3
TCGA-B3-3925-01A	52 years, male, white, stage:Stage III, alive, 1029 days	5560.1
TCGA-Y8-A897-01A	68 years, female, white, stage:Stage I, alive, 549 days	5555.8
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:Stage I, dead, 797 days	5540.6
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:Stage I, alive, 496 days	5512.4
TCGA-BQ-7044-01A	73 years, male, white, stage:Stage III, alive, 3760 days	5446.3
TCGA-A4-A5DU-01A	45 years, female, white, stage:Stage I, alive, 496 days	5444.5
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:Stage I, alive, 2294 days	5435.0
TCGA-DW-7836-01A	55 years, male, white, stage:Stage I, alive, 1093 days	5420.2
TCGA-A4-7997-01A	67 years, male, white, stage:Stage I, alive, 927 days	5402.5
TCGA-UZ-A9PX-01A	73 years, male, white, stage:Stage I, alive, 1981 days	5383.9
TCGA-A4-8630-01A	59 years, female, white, stage:Stage I, alive, 436 days	5319.0
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:Stage I, alive, 600 days	5301.4
TCGA-2Z-A9JG-01A	64 years, male, white, stage:Stage I, alive, 1662 days	5275.5
TCGA-SX-A71S-01A	66 years, female, white, stage:Stage I, alive, 1504 days	5250.8
TCGA-GL-7773-01A	63 years, male, white, stage:Stage I, alive, 393 days	5235.7
TCGA-HE-A5NH-01A	62 years, male, stage:Stage I, alive, 791 days	5221.7
TCGA-DW-7838-01A	66 years, male, white, stage:Stage I, alive, 744 days	5180.8
TCGA-5P-A9JW-01A	64 years, male, white, stage:'--, alive, 3241 days	5121.1
TCGA-G7-6792-01A	40 years, male, black or african american, stage:Stage I, alive, 2765 days	5119.1
TCGA-2Z-A9JM-01A	28 years, male, white, stage:Stage I, alive, 934 days	5067.4
TCGA-DZ-6132-01A	69 years, male, stage:Stage I, alive, 2460 days	5064.9
TCGA-DW-7841-01A	61 years, male, black or african american, stage:Stage I, alive, 445 days	5055.9
TCGA-F9-A8NY-01A	38 years, female, asian, stage:Stage IV, alive, 36 days	5042.8
TCGA-BQ-7059-01A	71 years, male, white, stage:Stage I, alive, 232 days	4999.2
TCGA-Y8-A898-01A	69 years, male, white, stage:Stage I, alive, 475 days	4983.2
TCGA-B9-4116-01A	75 years, female, black or african american, stage:'--, alive, 627 days	4971.0
TCGA-BQ-5878-01A	79 years, female, white, stage:Stage III, alive, 1938 days	4939.1
TCGA-B9-4113-01A	64 years, male, black or african american, stage:Stage I, dead, 1536 days	4937.0
TCGA-IZ-8196-01A	50 years, male, white, stage:Stage I, alive, 649 days	4908.7
TCGA-DW-7842-01A	52 years, male, white, stage:Stage I, alive, 92 days	4900.8
TCGA-P4-A5EA-01A	54 years, female, white, stage:Stage III, dead, 201 days	4896.8
TCGA-G7-7501-01A	55 years, female, black or african american, stage:Stage III, dead, 624 days	4891.8
TCGA-2Z-A9JR-01A	57 years, male, white, stage:Stage I, alive, 161 days	4889.3
TCGA-HE-A5NK-01A	82 years, male, stage:'--, alive, 2228 days	4850.9
TCGA-UZ-A9PN-01A	54 years, male, white, stage:Stage III, dead, 1136 days	4836.3
TCGA-DW-7837-01A	43 years, male, black or african american, stage:Stage I, alive, 1142 days	4823.5
TCGA-B1-A654-01A	43 years, female, black or african american, stage:Stage I, alive, 616 days	4822.2
TCGA-B1-A656-01A	64 years, male, white, stage:Stage I, alive, 618 days	4813.3
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:Stage I, alive, 540 days	4767.3
TCGA-A4-7288-01A	71 years, female, white, stage:'--, alive, 1857 days	4767.2
TCGA-A4-8516-01A	62 years, male, white, stage:Stage III, alive, 23 days	4766.2
TCGA-B1-7332-01A	60 years, female, black or african american, stage:Stage II, alive, 1141 days	4718.5
TCGA-BQ-7049-01A	45 years, female, white, stage:Stage I, dead, 1364 days	4709.5
TCGA-UZ-A9PU-01A	77 years, male, white, stage:Stage I, dead, 933 days	4707.8
TCGA-AL-3472-01A	57 years, male, black or african american, stage:'--, alive, 2029 days	4698.4
TCGA-2Z-A9JD-01A	66 years, male, white, stage:Stage I, alive, 1060 days	4688.7
TCGA-2Z-A9J6-01A	60 years, male, white, stage:Stage I, alive, 1731 days	4681.6
TCGA-5P-A9JY-01A	79 years, male, white, stage:'--, dead, 1508 days	4664.8
TCGA-BQ-5894-01A	42 years, male, stage:Stage IV, alive, 84 days	4636.5
TCGA-SX-A7SO-01A	64 years, male, white, stage:Stage I, alive, 1257 days	4622.0
TCGA-P4-A5E7-01A	74 years, female, white, stage:Stage I, alive, 2649 days	4605.6
TCGA-B1-A657-01A	54 years, male, white, stage:Stage I, alive, 641 days	4601.7
TCGA-B3-3926-01A	59 years, female, white, stage:Stage I, alive, 883 days	4598.0
TCGA-IA-A83S-01A	81 years, male, white, stage:'--, dead, 2609 days	4577.5
TCGA-BQ-5879-01A	32 years, female, white, stage:Stage III, dead, 697 days	4549.1
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:Stage I, alive, 532 days	4517.8
TCGA-A4-7732-01A	55 years, male, black or african american, stage:'--, alive, 582 days	4515.0
TCGA-5P-A9KA-01A	61 years, male, white, stage:'--, alive, 395 days	4492.3
TCGA-SX-A7SU-01A	47 years, male, stage:Stage I, alive, 1331 days	4491.7
TCGA-5P-A9KH-01A	77 years, male, white, stage:'--, alive, 2051 days	4483.6
TCGA-EV-5901-01A	47 years, female, white, stage:Stage I, alive, 1040 days	4472.9
TCGA-G7-A8LE-01A	62 years, male, white, stage:Stage I, alive, 2453 days	4434.8
TCGA-IA-A83V-01A	63 years, male, white, stage:Stage I, dead, 2941 days	4434.0
TCGA-B9-5156-01A	51 years, male, white, stage:'--, alive, 1338 days	4410.7
TCGA-GL-A9DC-01A	66 years, female, white, stage:Stage I, alive, 392 days	4349.3
TCGA-GL-A59R-01A	79 years, male, white, stage:Stage III, alive, 378 days	4333.4
TCGA-BQ-7056-01A	75 years, female, white, stage:Stage III, alive, 612 days	4328.1
TCGA-A4-7915-01A	35 years, female, black or african american, stage:Stage II, alive, 7 days	4318.8
TCGA-B9-A69E-01A	71 years, male, white, stage:Stage III, alive, 452 days	4308.8
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:Stage III, alive, 1516 days	4303.4
TCGA-5P-A9K9-01A	59 years, female, white, stage:'--, dead, 589 days	4294.1
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:Stage I, alive, 548 days	4293.7
TCGA-2Z-A9J1-01A	71 years, male, white, stage:Stage I, alive, 2298 days	4287.5
TCGA-B1-A47O-01A	54 years, female, white, stage:Stage I, alive, 842 days	4273.5
TCGA-B1-5398-01A	73 years, male, white, stage:Stage III, alive, 1251 days	4257.4
TCGA-BQ-5889-01A	63 years, male, white, stage:Stage IV, dead, 329 days	4244.2
TCGA-A4-7583-01A	60 years, male, black or african american, stage:Stage I, alive, 3 days	4200.0
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:Stage II, alive, 2167 days	4196.2
TCGA-5P-A9K0-01A	75 years, male, white, stage:'--, alive, 677 days	4191.6
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:Stage I, alive, 1006 days	4167.6
TCGA-2Z-A9JS-01A	74 years, male, white, stage:Stage I, dead, 492 days	4159.0
TCGA-A4-7585-01A	67 years, male, white, stage:Stage III, dead, 1070 days	4158.8
TCGA-KV-A6GD-01A	85 years, male, white, stage:Stage I, alive, 560 days	4154.0
TCGA-IA-A83W-01A	70 years, male, white, stage:Stage I, dead, 2043 days	4145.1
TCGA-B9-A5W9-01A	40 years, male, white, stage:Stage I, alive, 5 days	4133.6
TCGA-DZ-6135-01A	45 years, male, stage:Stage I, alive, 2269 days	4118.5
TCGA-5P-A9KC-01A	51 years, female, white, stage:'--, alive, 377 days	4109.1
TCGA-5P-A9KF-01A	53 years, male, white, stage:'--, alive, 845 days	4102.5
TCGA-SX-A7SR-01A	66 years, male, white, stage:Stage II, alive, 805 days	4092.4
TCGA-IA-A40U-01A	56 years, male, white, stage:Stage III, alive, 511 days	4091.0
TCGA-WN-A9G9-01A	55 years, male, white, stage:Stage I, alive, 791 days	4082.9
TCGA-IZ-8195-01A	82 years, male, white, stage:Stage II, alive, 677 days	4038.8
TCGA-SX-A71U-01A	57 years, male, white, stage:Stage I, alive, 1357 days	3987.4
TCGA-J7-6720-01A	42 years, male, asian, stage:Stage I, alive, 388 days	3982.9
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:Stage I, alive, 116 days	3979.6
TCGA-5P-A9JZ-01A	51 years, female, white, stage:'--, alive, 2744 days	3972.0
TCGA-A4-8518-01A	48 years, male, white, stage:Stage I, alive, 600 days	3970.1
TCGA-2Z-A9JP-01A	63 years, male, white, stage:Stage I, alive, 893 days	3934.6
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:Stage I, alive, 740 days	3930.7
TCGA-Y8-A895-01A	74 years, male, white, stage:Stage I, alive, 484 days	3908.6
TCGA-G7-6797-01A	46 years, male, white, stage:Stage III, alive, 765 days	3896.5
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:Stage III, alive, 657 days	3884.1
TCGA-UZ-A9PO-01A	80 years, male, white, stage:Stage I, alive, 1911 days	3855.5
TCGA-2Z-A9J5-01A	80 years, male, white, stage:Stage II, alive, 3050 days	3853.9
TCGA-AL-3468-01A	74 years, male, white, stage:Stage II, dead, 2331 days	3843.9
TCGA-SX-A71W-01A	66 years, male, white, stage:Stage I, alive, 1076 days	3838.6
TCGA-AL-3473-01A	55 years, male, white, stage:Stage II, alive, 1906 days	3834.8
TCGA-UZ-A9PK-01A	71 years, male, white, stage:Stage I, alive, 3571 days	3810.8
TCGA-UZ-A9PL-01A	59 years, male, white, stage:Stage II, alive, 3152 days	3803.9
TCGA-AL-3466-01A	41 years, male, white, stage:Stage IV, dead, 293 days	3793.0
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:Stage III, alive, 3035 days	3789.6
TCGA-2K-A9WE-01A	53 years, male, white, stage:Stage II, alive, 214 days	3783.1
TCGA-A4-A5XZ-01A	65 years, female, white, stage:Stage II, alive, 479 days	3772.8
TCGA-2Z-A9J2-01A	71 years, female, white, stage:Stage I, alive, 1795 days	3726.5
TCGA-BQ-5885-01A	63 years, male, white, stage:Stage III, alive, 921 days	3713.6
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:Stage III, alive, 659 days	3678.8
TCGA-A4-A5Y0-01A	61 years, female, white, stage:Stage I, alive, 252 days	3648.8
TCGA-AT-A5NU-01A	77 years, male, white, stage:Stage I, alive, 67 days	3644.9
TCGA-Y8-A894-01A	57 years, female, white, stage:Stage I, alive, 567 days	3625.6
TCGA-IA-A83T-01A	80 years, male, white, stage:'--, dead, 2684 days	3622.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	3621.4
TCGA-GL-A59T-01A	46 years, male, white, stage:Stage I, alive, 546 days	3616.8
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:Stage II, alive, 352 days	3596.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	3594.0
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:Stage I, alive, 730 days	3565.6
TCGA-BQ-5880-01A	79 years, male, white, stage:Stage III, dead, 1314 days	3565.1
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:Stage I, alive, 205 days	3546.1
TCGA-P4-A5E8-01A	57 years, male, white, stage:Stage III, dead, 1306 days	3540.4
TCGA-A4-A4ZT-01A	71 years, female, white, stage:Stage I, alive, 516 days	3539.9
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:Stage I, alive, 778 days	3531.4
TCGA-F9-A7VF-01A	75 years, female, white, stage:Stage I, alive, 73 days	3521.2
TCGA-P4-AAVM-01A	69 years, male, white, stage:Stage I, alive, 1539 days	3511.1
TCGA-SX-A7SP-01A	66 years, female, white, stage:Stage I, dead, 496 days	3471.2
TCGA-KV-A74V-01A	40 years, male, white, stage:Stage I, alive, 347 days	3421.3
TCGA-A4-8517-01A	71 years, male, white, stage:Stage I, alive, 597 days	3408.8
TCGA-GL-A9DD-01A	69 years, male, white, stage:Stage I, alive, 341 days	3405.8
TCGA-2Z-A9J8-01A	50 years, male, white, stage:Stage I, alive, 2790 days	3388.9
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:Stage I, alive, 497 days	3357.9
TCGA-HE-A5NJ-01A	58 years, male, stage:'--, alive, 1726 days	3352.9
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:Stage II, alive, 524 days	3343.5
TCGA-A4-8311-01A	60 years, male, white, stage:Stage I, alive, 729 days	3333.0
TCGA-BQ-5887-01A	54 years, male, white, stage:Stage III, alive, 771 days	3329.0
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:Stage I, alive, 845 days	3326.3
TCGA-BQ-5886-01A	75 years, male, white, stage:Stage III, alive, 792 days	3313.4
TCGA-BQ-5888-01A	74 years, female, white, stage:Stage I, alive, 403 days	3277.0
TCGA-AL-7173-01A	72 years, female, white, stage:Stage IV, alive, 2060 days	3275.9
TCGA-WN-AB4C-01A	60 years, female, white, stage:Stage I, alive, 1188 days	3263.4
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:Stage I, alive, 585 days	3262.8
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:Stage I, alive, 374 days	3262.0
TCGA-A4-8312-01A	60 years, male, black or african american, stage:Stage I, alive, 708 days	3260.8
TCGA-A4-A57E-01A	59 years, male, white, stage:Stage IV, dead, 258 days	3258.7
TCGA-G7-6793-01A	60 years, female, white, stage:Stage IV, dead, 336 days	3225.3
TCGA-HE-A5NL-01A	51 years, male, stage:Stage I, alive, 767 days	3214.2
TCGA-BQ-5882-01A	54 years, male, stage:Stage III, dead, 658 days	3211.1
TCGA-SX-A71R-01A	51 years, male, white, stage:Stage I, alive, 1457 days	3182.7
TCGA-2Z-A9JK-01A	50 years, male, white, stage:Stage III, alive, 1186 days	3164.0
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:Stage I, alive, 949 days	3154.1
TCGA-MH-A562-01A	57 years, male, black or african american, stage:Stage I, alive, 616 days	3146.8
TCGA-BQ-5890-01A	69 years, male, white, stage:Stage III, alive, 233 days	3120.1
TCGA-MH-A854-01A	62 years, female, black or african american, stage:Stage I, alive, 536 days	3100.5
TCGA-5P-A9JU-01A	81 years, male, white, stage:Stage III, alive, 373 days	3092.0
TCGA-BQ-7058-01A	81 years, male, white, stage:Stage III, dead, 343 days	3090.6
TCGA-J7-A8I2-01A	75 years, male, asian, stage:Stage I, alive, 307 days	3079.4
TCGA-BQ-5875-01A	66 years, female, white, stage:Stage III, alive, 2639 days	3076.1
TCGA-A4-7287-01A	75 years, female, white, stage:Stage I, dead, 597 days	3017.7
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:Stage III, dead, 325 days	2974.8
TCGA-A4-7286-01A	42 years, male, white, stage:'--, alive, 554 days	2973.0
TCGA-B1-A47N-01A	62 years, male, white, stage:Stage I, alive, 1110 days	2971.8
TCGA-Y8-A896-01A	62 years, male, white, stage:Stage III, alive, 567 days	2946.8
TCGA-IZ-A6M9-01A	63 years, male, white, stage:Stage I, alive, 376 days	2944.5
TCGA-F9-A97G-01A	79 years, male, asian, stage:Stage III, alive, 13 days	2929.8
TCGA-B9-5155-01A	71 years, male, white, stage:Stage III, alive, 665 days	2914.0
TCGA-A4-8098-01A	73 years, male, black or african american, stage:Stage I, alive, 896 days	2880.6
TCGA-Y8-A8RY-01A	63 years, male, white, stage:Stage I, alive, 769 days	2878.9
TCGA-HE-A5NF-01A	58 years, male, stage:Stage I, alive, 2582 days	2868.8
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	2868.1
TCGA-G7-6796-01A	58 years, male, white, stage:Stage I, alive, 2173 days	2862.8
TCGA-BQ-7050-01A	53 years, female, white, stage:Stage I, alive, 1864 days	2849.5
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:Stage I, alive, 1043 days	2830.8
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	2821.7
TCGA-DZ-6133-01A	66 years, female, white, stage:Stage I, dead, 1557 days	2800.5
TCGA-G7-A8LB-01A	70 years, male, white, stage:Stage IV, alive, 547 days	2785.1
TCGA-EV-5902-01A	58 years, male, white, stage:Stage I, alive, 578 days	2743.9
TCGA-2Z-A9J3-01A	67 years, male, white, stage:Stage II, dead, 1771 days	2743.6
TCGA-2Z-A9JT-01A	71 years, male, white, stage:Stage I, alive, 684 days	2740.3
TCGA-MH-A855-01A	52 years, female, black or african american, stage:Stage II, alive, 369 days	2734.5
TCGA-A4-7734-01A	53 years, female, white, stage:Stage I, alive, 27 days	2717.8
TCGA-O9-A75Z-01A	44 years, male, white, stage:Stage I, alive, 471 days	2713.2
TCGA-DW-7834-01A	53 years, male, white, stage:Stage I, alive, 3950 days	2682.0
TCGA-UZ-A9PP-01A	60 years, male, white, stage:Stage I, alive, 3010 days	2634.1
TCGA-AL-3471-01A	74 years, male, white, stage:Stage I, dead, 1500 days	2628.0
TCGA-DW-7840-01A	60 years, male, black or african american, stage:Stage I, alive, 114 days	2583.1
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:Stage II, alive, 965 days	2547.8
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:Stage I, alive, 792 days	2517.6
TCGA-G7-A4TM-01A	40 years, male, black or african american, stage:Stage I, alive, 768 days	2471.3
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:Stage I, alive, 1242 days	2459.2
TCGA-HE-A5NI-01A	73 years, male, stage:Stage I, alive, 360 days	2444.9
TCGA-UZ-A9PM-01A	62 years, male, white, stage:Stage II, alive, 3811 days	2371.8
TCGA-P4-AAVL-01A	85 years, male, white, stage:Stage III, dead, 487 days	2347.3
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:Stage I, alive, 608 days	2341.7
TCGA-BQ-5876-01A	75 years, male, white, stage:Stage I, alive, 586 days	2326.2
TCGA-B1-A655-01A	77 years, female, white, stage:Stage I, alive, 510 days	2319.5
TCGA-BQ-5891-01A	57 years, female, white, stage:Stage III, alive, 29 days	2315.3
TCGA-5P-A9K6-01A	64 years, male, white, stage:'--, alive, 1914 days	2311.9
TCGA-GL-8500-01A	63 years, male, white, stage:Stage I, alive, 841 days	2273.6
TCGA-P4-AAVK-01A	74 years, male, white, stage:Stage III, alive, 1590 days	2272.7
TCGA-B3-4103-01A	56 years, male, white, stage:Stage I, alive, 930 days	2239.1
TCGA-P4-A5ED-01A	51 years, male, white, stage:Stage I, alive, 2816 days	2229.4
TCGA-DZ-6134-01A	69 years, male, white, stage:Stage I, alive, 1856 days	2206.2
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:Stage I, dead, 1468 days	2165.9
TCGA-BQ-7055-01A	73 years, male, white, stage:Stage I, alive, 799 days	2146.6
TCGA-2Z-A9JI-01A	38 years, male, white, stage:Stage III, alive, 1567 days	2115.8
TCGA-AL-A5DJ-01A	54 years, female, white, stage:Stage III, dead, 1498 days	2080.6
TCGA-A4-A6HP-01A	66 years, male, white, stage:Stage I, alive, 379 days	2046.7
TCGA-MH-A560-01A	62 years, male, white, stage:Stage I, alive, 924 days	2013.9
TCGA-A4-8310-01A	58 years, male, white, stage:Stage III, alive, 780 days	1958.9
TCGA-GL-6846-01A	52 years, male, white, stage:Stage IV, alive, 5925 days	1920.2
TCGA-KV-A6GE-01A	65 years, male, white, stage:Stage I, alive, 885 days	1917.5
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:Stage III, alive, 428 days	1900.5
TCGA-UZ-A9PV-01A	65 years, male, white, stage:Stage I, alive, 1444 days	1895.5
TCGA-A4-7584-01A	59 years, male, black or african american, stage:Stage I, alive, 650 days	1895.0
TCGA-SX-A7SL-01A	74 years, male, stage:Stage I, alive, 823 days	1866.1
TCGA-BQ-5881-01A	69 years, male, white, stage:Stage I, alive, 1454 days	1765.3
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:Stage III, alive, 361 days	1674.1
TCGA-G7-A8LC-01A	61 years, male, white, stage:Stage I, alive, 702 days	1653.4
TCGA-5P-A9KE-01A	70 years, male, white, stage:'--, alive, 824 days	1646.0
TCGA-SX-A71V-01A	80 years, male, white, stage:Stage I, alive, 876 days	1640.0
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:Stage I, alive, 309 days	1510.4
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:Stage I, alive, 398 days	1424.4
TCGA-J7-8537-01A	37 years, female, asian, stage:Stage III, dead, 321 days	1422.2
TCGA-5P-A9K2-01A	62 years, male, white, stage:'--, alive, 2392 days	1417.0
TCGA-GL-A4EM-01A	61 years, male, white, stage:Stage I, alive, 32 days	1406.0
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:Stage I, alive, 3368 days	1395.5
TCGA-MH-A857-01A	63 years, male, black or african american, stage:Stage I, alive, 890 days	1312.3
TCGA-G7-A8LD-01A	71 years, male, white, stage:Stage III, dead, 514 days	1296.0
TCGA-SX-A7SS-01A	67 years, male, white, stage:Stage I, alive, 1615 days	1183.7
TCGA-Y8-A8S1-01A	61 years, male, white, stage:Stage I, alive, 404 days	1151.4
TCGA-DW-5560-01A	38 years, female, white, stage:Stage I, alive, 1486 days	1079.1
TCGA-A4-A48D-01A	84 years, male, black or african american, stage:Stage I, alive, 379 days	1007.2
TCGA-G7-6795-01A	56 years, male, white, stage:Stage I, alive, 1194 days	858.6
TCGA-5P-A9K8-01A	51 years, female, white, stage:'--, alive, 1309 days	743.8
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA039437	Antibody HPA073929	Antibody CAB008364
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