Expression of SEC14L1 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

SEC14L1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 32.44

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

26.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	64.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	60.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	58.5
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	57.8
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	52.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	51.3
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	44.1
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	42.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	40.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	38.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	38.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	34.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	33.5
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	33.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	31.9
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	31.8
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	31.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	30.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	30.2
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	29.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	29.3
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	28.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	28.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	28.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	28.3
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	27.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	27.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	27.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	27.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	26.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	25.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	23.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	23.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	23.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	22.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	22.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	22.1
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	21.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	21.1
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	20.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	19.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	19.7
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	19.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	19.6
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	18.3
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	17.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	17.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	16.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	16.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	16.4
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	16.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	16.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	14.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	14.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	13.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	13.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	12.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	11.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	11.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	10.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	9.1
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	8.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	7.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	7.5
Show allShow less

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

& Survival analysisⁱ

SEC14L1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 39.17

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

62.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	175.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	170.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	165.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	164.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	164.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	162.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	161.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	157.1
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	156.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	153.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	150.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	150.1
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	149.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	145.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	144.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	144.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	143.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	143.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	135.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	134.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	132.6
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	131.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	126.5
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	124.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	124.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	123.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	123.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	123.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	123.0
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	122.4
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	121.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	118.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	117.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	116.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	115.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	115.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	115.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	114.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	113.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	113.4
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	113.4
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	112.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	112.6
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	111.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	111.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	110.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	109.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	108.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	108.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	107.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	107.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	106.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	106.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	106.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	106.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	106.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	105.3
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	104.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	104.5
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	103.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	103.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	102.9
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	102.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	102.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	102.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	102.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	101.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	101.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	100.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	100.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	100.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	100.3
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	99.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	99.5
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	98.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	97.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	96.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	96.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	96.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	95.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	94.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	94.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	94.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	94.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	93.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	93.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	92.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	91.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	91.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	91.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	91.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	91.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	90.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	90.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	90.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	90.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	89.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	89.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	89.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	88.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	88.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	87.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	87.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	87.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	87.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	87.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	86.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	86.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	86.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	86.5
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	86.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	85.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	85.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	85.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	84.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	84.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	84.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	84.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	84.3
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	84.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	84.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	83.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	83.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	83.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	83.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	82.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	82.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	81.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	81.9
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	81.6
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	81.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	81.4
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	81.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	81.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	81.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	81.0
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	80.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	80.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	80.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	79.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	79.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	79.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	79.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	78.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	78.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	78.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	78.4
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	78.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	78.1
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	77.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	77.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	77.7
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	77.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	77.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	77.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	77.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	76.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	75.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	75.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	75.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	75.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	75.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	75.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	75.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	75.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	75.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	74.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	74.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	74.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	74.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	74.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	74.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	74.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	73.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	73.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	73.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	73.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	73.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	73.0
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	72.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	72.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	72.3
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	72.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	72.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	72.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	71.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	71.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	71.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	71.4
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	71.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	71.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	70.8
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	70.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	69.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	69.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	69.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	69.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	68.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	68.8
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	68.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	68.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	68.3
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	68.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	67.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	67.7
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	67.2
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	67.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	67.0
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	66.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	66.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	66.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	66.0
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	66.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	66.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	65.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	65.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	65.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	65.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	64.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	64.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	64.6
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	64.4
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	64.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	64.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	64.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	64.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	64.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	63.8
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	63.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	63.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	62.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	62.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	61.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	61.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	61.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	61.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	61.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	61.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	60.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	60.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	60.2
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	59.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	59.7
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	59.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	59.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	59.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	58.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	58.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	58.8
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	58.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	58.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	58.1
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	58.1
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	57.9
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	57.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	57.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	57.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	57.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	56.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	56.6
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	56.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	56.2
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	56.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	56.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	55.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	55.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	55.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	55.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	55.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	53.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	53.9
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	53.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	53.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	53.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	53.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	53.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	53.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	53.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	52.9
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	52.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	52.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	52.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	52.1
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	52.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	51.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	51.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	51.7
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	51.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	51.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	51.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	51.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	51.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	50.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	50.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	50.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	50.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	50.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	49.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	49.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	49.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	49.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	49.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	49.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	49.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	49.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	49.1
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	48.9
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	48.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	48.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	48.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	48.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	48.0
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	47.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	47.6
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	47.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	47.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	46.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	46.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	46.4
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	46.1
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	46.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	45.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	45.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	45.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	45.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	45.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	45.3
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	45.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	45.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	44.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	44.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	44.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	44.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	44.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	44.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	44.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	44.1
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	44.0
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	43.9
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	43.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	43.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	43.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	43.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	43.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	43.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	43.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	43.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	43.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	43.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	42.8
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	42.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	42.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	42.6
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	42.6
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	42.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	41.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	41.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	41.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	41.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	41.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	41.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	40.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	40.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	40.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	40.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	40.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	39.8
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	39.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	39.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	39.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	39.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	39.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	39.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	39.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	38.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	38.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	38.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	38.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	38.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	37.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	37.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	37.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	37.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	37.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	37.1
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	36.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	36.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	36.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	36.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	36.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	36.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	36.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	35.8
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	35.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	35.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	35.7
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	35.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	35.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	35.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	34.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	34.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	34.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	34.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	34.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	34.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	34.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	34.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	34.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	34.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	34.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	34.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	33.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	33.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	33.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	33.2
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	33.2
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	33.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	33.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	33.2
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	33.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	33.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	32.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	32.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	32.6
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	32.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	32.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	32.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	31.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	31.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	31.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	31.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	31.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	31.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	31.2
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	31.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	30.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	30.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	30.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	30.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	29.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	29.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	29.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	29.0
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	28.3
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	28.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	28.1
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	28.0
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	27.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	27.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	27.4
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	27.4
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	27.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	27.1
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	27.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	27.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	26.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	25.8
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	25.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	25.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	25.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	24.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	24.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	24.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	24.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	24.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	24.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	23.7
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	23.4
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	23.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	23.0
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	22.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	22.9
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	22.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	22.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	22.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	22.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	22.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	22.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	21.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	21.4
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	21.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	21.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	20.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	20.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	20.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	20.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	19.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	19.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	19.0
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	17.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	17.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	17.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	16.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	16.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	16.0
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	15.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	14.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	14.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	14.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	14.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	13.9
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	13.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	13.6
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	13.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	13.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	12.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	12.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	12.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	12.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	12.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	11.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	11.4
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	11.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	9.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	7.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	7.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	7.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	7.2
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	5.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	3.7
Show allShow less

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

& Survival analysisⁱ

SEC14L1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 70.13

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

69.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	189.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	161.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	148.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	145.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	140.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	133.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	133.4
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	119.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	115.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	113.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	111.7
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	111.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	107.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	104.4
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	104.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	103.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	101.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	101.4
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	100.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	99.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	97.1
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	96.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	95.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	92.5
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	92.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	91.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	90.5
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	90.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	87.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	87.3
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	87.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	85.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	84.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	84.0
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	83.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	78.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	78.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	76.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	76.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	75.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	74.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	74.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	73.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	73.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	70.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	69.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	69.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	68.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	67.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	66.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	65.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	65.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	64.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	64.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	64.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	63.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	60.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	58.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	58.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	58.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	58.1
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	56.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	56.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	55.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	55.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	55.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	52.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	48.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	47.1
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	42.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	40.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	40.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	39.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	39.8
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	39.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	39.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	38.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	37.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	37.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	36.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	36.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	36.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	35.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	35.1
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	34.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	34.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	34.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	31.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	31.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	30.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	28.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	28.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	26.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	23.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	22.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	22.3
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	21.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	21.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	16.5
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	15.8
Show allShow less

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

& Survival analysisⁱ

SEC14L1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.02

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

28.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	97.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	92.8
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	85.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	81.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	80.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	76.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	72.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	68.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	65.0
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	64.3
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	61.6
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	61.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	61.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	60.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	58.1
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	55.6
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	55.6
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	55.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	54.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	54.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	53.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	52.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	52.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	51.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	51.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	50.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	47.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	47.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	46.8
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	46.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	46.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	46.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	46.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	46.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	45.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	45.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	45.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	44.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	44.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	44.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	43.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	43.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	42.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	42.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	41.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	41.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	40.8
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	40.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	40.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	40.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	40.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	39.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	39.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	39.0
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	38.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	38.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	38.4
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	38.3
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	38.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	38.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	37.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	37.0
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	36.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	36.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	36.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	35.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	35.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	35.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	35.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	35.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	35.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	35.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	34.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	34.8
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	34.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	34.7
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	34.6
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	34.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	34.1
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	34.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	33.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	33.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	33.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	33.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	33.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	33.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	33.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	32.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	32.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	32.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	32.4
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	32.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	32.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	32.2
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	32.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	32.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	31.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	31.8
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	31.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	31.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	31.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	30.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	30.9
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	30.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	30.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	30.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	30.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	30.1
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	30.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	29.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	29.4
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	29.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	29.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	29.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	29.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	28.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	28.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	28.3
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	28.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	28.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	28.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	28.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	28.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	27.8
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	27.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	27.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	27.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	27.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	27.5
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	27.4
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	27.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	27.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	27.1
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	26.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	26.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	26.7
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	25.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	25.9
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	25.9
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	25.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	25.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	25.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	25.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	25.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	24.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	24.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	24.8
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	24.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	24.6
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	24.4
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	24.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	24.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	24.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	24.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	24.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	24.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	24.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	24.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	24.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	24.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	24.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	23.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	23.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	23.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	23.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	23.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	23.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	23.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	23.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	23.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	22.9
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	22.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	22.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	22.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	22.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	22.1
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	22.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	21.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	21.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	21.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	21.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	21.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	21.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	20.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	20.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	20.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	20.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	20.7
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	20.6
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	20.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	20.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	19.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	19.8
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	19.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	19.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	19.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.3
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	19.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	19.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	19.1
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	18.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	18.7
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	18.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	17.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	17.5
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	17.4
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	17.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	16.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	16.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	16.8
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	16.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	16.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	16.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	16.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	16.5
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	16.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	16.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	16.1
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	16.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	15.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	15.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	15.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	15.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	15.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	15.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	14.7
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	14.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	14.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	14.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	14.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	14.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	14.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	14.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	13.7
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	13.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	13.6
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	13.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	13.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	13.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	13.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	12.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	12.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	12.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	12.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	12.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	12.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	11.7
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	11.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	11.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	11.4
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	11.4
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	11.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	11.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	11.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	10.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	10.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	10.5
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	10.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	10.3
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	10.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	10.2
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	10.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	9.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	9.9
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	9.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	9.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	8.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	8.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	8.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	7.9
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	7.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.3
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	7.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	7.0
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	6.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	6.9
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	6.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	6.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	6.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	5.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	5.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	5.3
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0081880003	Tumor	1.0
CPT0012550003	Tumor	0.9
CPT0065690003	Tumor	0.8
CPT0020120003	Tumor	0.7
CPT0001340003	Tumor	0.6
CPT0007860003	Tumor	0.6
CPT0092790003	Tumor	0.6
CPT0092290003	Tumor	0.6
CPT0086030003	Tumor	0.5
CPT0065750003	Tumor	0.5
CPT0064370003	Tumor	0.5
CPT0077490003	Tumor	0.5
CPT0025170003	Tumor	0.5
CPT0078930003	Tumor	0.5
CPT0069160003	Tumor	0.4
CPT0076350001	Normal	0.4
CPT0006630003	Tumor	0.4
CPT0066470004	Tumor	0.4
CPT0089460004	Tumor	0.4
CPT0063320003	Tumor	0.4
CPT0088760003	Tumor	0.4
CPT0089020003	Tumor	0.4
CPT0088500001	Normal	0.4
CPT0019990003	Tumor	0.4
CPT0078510003	Tumor	0.4
CPT0079380003	Tumor	0.4
CPT0078530001	Normal	0.4
CPT0012090003	Normal	0.4
CPT0014160003	Tumor	0.3
CPT0066430001	Normal	0.3
CPT0075720003	Tumor	0.3
CPT0078830003	Tumor	0.3
CPT0025290003	Tumor	0.3
CPT0088690003	Tumor	0.3
CPT0013790003	Normal	0.3
CPT0092740003	Normal	0.3
CPT0079510001	Normal	0.3
CPT0088480003	Tumor	0.3
CPT0012290003	Normal	0.3
CPT0065450001	Normal	0.3
CPT0026420001	Normal	0.3
CPT0075560003	Tumor	0.3
CPT0086370003	Normal	0.3
CPT0018250001	Normal	0.3
CPT0001500009	Tumor	0.2
CPT0025350003	Tumor	0.2
CPT0015910003	Tumor	0.2
CPT0011240003	Tumor	0.2
CPT0078840001	Normal	0.2
CPT0012280003	Tumor	0.2
CPT0017450001	Normal	0.2
CPT0088780001	Normal	0.2
CPT0015810003	Tumor	0.2
CPT0077140001	Normal	0.2
CPT0023350003	Tumor	0.2
CPT0006900003	Tumor	0.2
CPT0092310003	Normal	0.2
CPT0012670003	Tumor	0.2
CPT0014130001	Normal	0.2
CPT0065870003	Tumor	0.2
CPT0012180003	Tumor	0.2
CPT0086360003	Tumor	0.2
CPT0001350001	Normal	0.2
CPT0089040001	Normal	0.2
CPT0006730001	Normal	0.2
CPT0020020001	Normal	0.2
CPT0088710001	Normal	0.1
CPT0012770003	Normal	0.1
CPT0065810003	Tumor	0.1
CPT0077320001	Normal	0.1
CPT0071150004	Tumor	0.1
CPT0025060001	Normal	0.1
CPT0012080003	Tumor	0.1
CPT0009080003	Normal	0.1
CPT0063640001	Normal	0.1
CPT0001510001	Normal	0.1
CPT0069190001	Normal	0.1
CPT0012370003	Tumor	0.1
CPT0066520001	Normal	0.1
CPT0079410003	Tumor	0.1
CPT0006950001	Normal	0.1
CPT0092730003	Tumor	0.1
CPT0010160003	Tumor	0.1
CPT0069000003	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0077500001	Normal	0.1
CPT0012570003	Normal	0.1
CPT0000790001	Normal	0.1
CPT0075570001	Normal	0.1
CPT0081990003	Tumor	0.1
CPT0076330003	Tumor	0.1
CPT0065930003	Tumor	0.1
CPT0021240003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0015730003	Tumor	0.0
CPT0092800003	Normal	0.0
CPT0069010001	Normal	0.0
CPT0020130001	Normal	0.0
CPT0006530001	Normal	0.0
CPT0024670003	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0023360001	Normal	0.0
CPT0010170001	Normal	0.0
CPT0084590001	Normal	0.0
CPT0081620001	Normal	0.0
CPT0078670001	Normal	0.0
CPT0079230003	Tumor	0.0
CPT0009020003	Normal	0.0
CPT0086970003	Normal	0.0
CPT0025920001	Normal	0.0
CPT0000780007	Tumor	0.0
CPT0017850003	Tumor	0.0
CPT0066480003	Tumor	0.0
CPT0088970003	Tumor	0.0
CPT0006440003	Tumor	0.0
CPT0023710001	Normal	0.0
CPT0001180009	Tumor	0.0
CPT0078660003	Tumor	0.0
CPT0089480003	Normal	0.0
CPT0075130003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0012900004	Tumor	0.0
CPT0017410003	Tumor	0.0
CPT0011410003	Tumor	0.0
CPT0009000003	Tumor	0.0
CPT0025610001	Normal	0.0
CPT0078940001	Normal	-0.1
CPT0075170001	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0092160003	Tumor	-0.1
CPT0007470001	Normal	-0.1
CPT0082010001	Normal	-0.1
CPT0079430001	Normal	-0.1
CPT0023690003	Tumor	-0.1
CPT0001190001	Normal	-0.1
CPT0025110003	Tumor	-0.1
CPT0007870001	Normal	-0.1
CPT0081600003	Tumor	-0.1
CPT0064400001	Normal	-0.1
CPT0088630003	Tumor	-0.1
CPT0001220008	Tumor	-0.1
CPT0065820001	Normal	-0.1
CPT0000660001	Normal	-0.1
CPT0077110003	Tumor	-0.1
CPT0001540009	Tumor	-0.2
CPT0012640003	Normal	-0.2
CPT0063330001	Normal	-0.2
CPT0001260009	Tumor	-0.2
CPT0024680001	Normal	-0.2
CPT0087050003	Normal	-0.2
CPT0086890003	Normal	-0.2
CPT0001230001	Normal	-0.2
CPT0025580004	Tumor	-0.2
CPT0088640003	Normal	-0.2
CPT0085670003	Tumor	-0.2
CPT0025230003	Tumor	-0.2
CPT0086870003	Tumor	-0.2
CPT0001270001	Normal	-0.2
CPT0001550001	Normal	-0.2
CPT0092190003	Normal	-0.2
CPT0002350011	Tumor	-0.3
CPT0086820003	Tumor	-0.3
CPT0079180003	Tumor	-0.3
CPT0002370001	Normal	-0.3
CPT0026410003	Tumor	-0.3
CPT0065430003	Tumor	-0.3
CPT0025880003	Tumor	-0.3
CPT0086950003	Tumor	-0.3
CPT0025050003	Tumor	-0.4
CPT0007320003	Tumor	-0.4
CPT0009060003	Tumor	-0.4
CPT0000640003	Tumor	-0.4
CPT0063630003	Tumor	-0.4
CPT0078800003	Tumor	-0.5
CPT0010120001	Normal	-0.5
CPT0084560003	Tumor	-0.5
CPT0010110003	Tumor	-0.6
CPT0002270011	Tumor	-0.6
CPT0019130003	Tumor	N/A
CPT0088570001	Normal	N/A
CPT0088900003	Tumor	N/A
CPT0000870016	Tumor	N/A
CPT0088550004	Tumor	N/A
CPT0014350001	Normal	N/A
CPT0014470001	Normal	N/A
CPT0079270003	Tumor	N/A
CPT0014370004	Tumor	N/A
CPT0079000001	Normal	N/A
CPT0088920001	Normal	N/A
CPT0019160001	Normal	N/A
CPT0014450004	Tumor	N/A
CPT0078990003	Tumor	N/A
CPT0079300001	Normal	N/A
CPT0000890001	Normal	N/A
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 HPA021463	Antibody HPA028703
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