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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.
WIZ 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
15.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
44.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
37.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
27.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WIZ is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.2
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
45.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
40.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
35.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
34.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
31.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
WIZ 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
15.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
24.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WIZ is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.0
Number of samples
207
Samples
Sample
Description
TPM
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
39.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
38.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
1.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
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Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.7
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.8
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.8
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-1.8
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
