We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAF5 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
43.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
42.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
42.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
36.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
28.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
25.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
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
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAF5 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
34.3
Number of samples
486
Samples
Sample
Description
TPM
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
109.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
106.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
102.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
94.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
93.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
87.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
85.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
78.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
77.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
76.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
71.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
71.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
71.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
71.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
67.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
66.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
65.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
65.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
64.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
64.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
63.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
63.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
63.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
62.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
62.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
62.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
62.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
62.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
61.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
61.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
61.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
61.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
60.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
60.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
59.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
59.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
58.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
57.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
57.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
57.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
57.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
57.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
57.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
56.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
56.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
55.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
55.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
54.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
54.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
53.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
53.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
52.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
52.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
52.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
52.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
52.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
51.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
51.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
51.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
51.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
51.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
51.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
51.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
50.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
50.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
50.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
50.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
50.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
50.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
49.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
49.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
49.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
49.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
49.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
49.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
48.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
48.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
48.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
48.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
48.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
48.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
48.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
48.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
48.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
48.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
47.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
47.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
47.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
47.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
47.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
47.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
47.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
47.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
46.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
46.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
46.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
46.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
46.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
45.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
44.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
44.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
44.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
44.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
44.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
44.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
44.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
43.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
43.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
43.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
43.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
43.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
43.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
43.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
43.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
43.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
42.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
42.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
42.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
42.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
42.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
42.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
41.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
41.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
41.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
41.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
41.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
41.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
41.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
41.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
40.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
40.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
40.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
40.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
40.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
40.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
40.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
40.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
40.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
40.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
40.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
40.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
39.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
39.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
39.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
39.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
39.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
39.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
38.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
38.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
38.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
38.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
38.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
38.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
37.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
37.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
37.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
37.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
37.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
37.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
37.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
37.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
36.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
36.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
36.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
36.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
36.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
36.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
36.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
36.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
36.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
35.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
35.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
34.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
33.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
33.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
33.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
32.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
32.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
31.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
30.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
30.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
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
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAF5 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
47.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
44.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
37.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
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
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAF5 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
33.0
Number of samples
207
Samples
Sample
Description
TPM
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
95.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
84.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
80.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
68.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
68.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
67.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
65.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
65.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
64.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
63.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
63.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
60.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
58.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
58.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
58.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
56.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
55.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
54.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
51.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
51.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
50.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
49.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
49.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
48.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
46.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
46.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
45.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
45.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
45.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
45.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
43.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
43.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
42.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
42.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
42.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
42.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
42.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
41.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
41.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
41.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
41.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
40.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
40.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
40.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
40.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
40.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
40.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
40.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
40.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
39.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
39.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
38.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
38.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
38.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
37.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
37.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
37.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
36.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
36.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
36.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
36.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
36.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
35.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
34.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
34.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
33.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
33.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
33.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
32.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
32.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
32.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
32.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
32.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
32.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
32.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
31.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
31.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.5
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.9
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL 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.
The Human Protein Atlas project is funded
