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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.
WIPF2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
111.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
38.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
37.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
WIPF2 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
20.5
Number of samples
486
Samples
Sample
Description
TPM
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
327.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
56.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
49.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
42.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
35.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.1
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.
WIPF2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
172.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.3
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.
WIPF2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.2
Number of samples
207
Samples
Sample
Description
TPM
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
167.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
44.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.8
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.2
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
