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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.
DEDD 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
20.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
42.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
42.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
39.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
39.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
37.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
37.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
37.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
34.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
34.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
34.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
33.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
33.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
33.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
32.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
30.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
27.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
25.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
DEDD 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
22.6
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
46.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
42.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
38.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
34.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
27.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
DEDD 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
20.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
41.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
35.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
33.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
27.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.5
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.
DEDD 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
21.3
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
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
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_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
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
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
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_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
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_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
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
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
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_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
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
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
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
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
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_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
