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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.
ZEB2 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
7.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
67.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
38.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
37.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
32.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
31.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZEB2 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
46.8
Number of samples
486
Samples
Sample
Description
TPM
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
162.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
159.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
139.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
126.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
125.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
117.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
112.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
111.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
111.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
109.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
108.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
106.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
105.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
105.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
103.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
103.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
102.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
101.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
100.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
98.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
97.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
96.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
96.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
96.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
95.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
93.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
93.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
93.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
91.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
90.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
90.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
89.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
89.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
88.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
88.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
86.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
86.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
86.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
86.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
85.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
85.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
85.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
85.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
85.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
84.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
82.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
82.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
82.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
82.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
81.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
81.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
81.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
81.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
80.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
80.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
80.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
79.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
78.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
77.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
76.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
76.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
76.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
75.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
75.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
75.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
75.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
74.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
74.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
73.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
73.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
73.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
73.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
72.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
72.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
72.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
71.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
71.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
70.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
70.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
70.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
70.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
70.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
69.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
69.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
69.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
69.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
69.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
69.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
68.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
68.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
68.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
68.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
67.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
67.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
67.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
67.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
67.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
67.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
66.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
66.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
66.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
66.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
66.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
66.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
65.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
65.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
64.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
64.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
64.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
64.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
64.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
64.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
64.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
63.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
63.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
63.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
63.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
62.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
62.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
62.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
62.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
61.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
61.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
61.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
61.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
61.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
61.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
60.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
60.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
60.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
60.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
60.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
60.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
60.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
60.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
59.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
59.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
59.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
59.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
59.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
59.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
59.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
58.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
57.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
57.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
57.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
57.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
57.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
57.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
57.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
57.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
56.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
56.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
56.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
56.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
56.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
56.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
55.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
55.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
55.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
55.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
54.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
54.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
54.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
54.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
54.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
53.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
53.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
53.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
53.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
53.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
52.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
52.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
52.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
52.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
52.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
52.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
52.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
52.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
51.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
51.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
51.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
51.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
51.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
50.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
50.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
50.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
50.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
48.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
48.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
48.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
48.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
48.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
48.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
48.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
48.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
48.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
48.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
48.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
48.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
47.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
47.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
47.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
47.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
47.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
47.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
47.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
47.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
46.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
46.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
46.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
46.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
46.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
46.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
45.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
45.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
45.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
45.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
45.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
45.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
45.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
44.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
44.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
44.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
44.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
43.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
43.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
43.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
43.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
43.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
43.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
42.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
42.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
42.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
42.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
42.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
41.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
41.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
41.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
41.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
41.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
41.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
41.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
41.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
41.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
41.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
41.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
40.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
40.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
40.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
39.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
39.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
39.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
39.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
39.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
39.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
39.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
39.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
39.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
38.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
38.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
37.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
37.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
37.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
37.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
37.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
37.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
37.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
36.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
36.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
36.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
36.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
36.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
35.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
35.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
34.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
34.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
34.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
33.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
32.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
32.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
32.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
32.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
31.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
31.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
29.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
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.
ZEB2 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
7.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
ZEB2 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
47.8
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
213.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
165.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
142.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
135.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
124.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
123.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
121.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
117.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
114.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
113.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
109.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
106.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
102.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
100.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
95.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
95.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
94.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
93.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
89.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
89.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
89.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
88.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
87.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
86.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
83.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
82.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
81.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
80.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
79.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
78.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
78.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
76.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
74.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
73.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
73.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
72.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
72.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
71.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
70.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
70.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
70.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
68.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
67.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
67.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
67.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
65.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
65.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
64.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
63.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
62.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
62.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
62.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
61.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
61.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
60.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
60.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
60.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
58.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
58.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
57.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
57.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
57.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
56.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
56.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
55.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
54.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
54.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
54.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
54.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
53.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
53.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
52.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
52.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
51.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
51.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
50.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
50.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
50.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
49.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
48.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
48.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
48.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
47.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
47.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
47.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
46.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
45.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
45.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
44.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
43.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
43.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
43.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
42.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
42.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
42.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
41.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
41.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
40.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
40.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
39.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
39.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
39.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
38.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
38.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
38.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
37.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
37.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
37.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
37.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
37.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
36.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
36.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
35.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
35.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
33.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
32.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
31.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
31.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.2
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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
