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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.
WBP1 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
35.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
88.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
76.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
75.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
68.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
67.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
64.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
63.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
63.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
59.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
59.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
56.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
53.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
52.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
52.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
52.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
51.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
51.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
50.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
50.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
49.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
49.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
49.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
49.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
49.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
48.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
48.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
48.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
48.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
48.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
48.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
47.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
47.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
47.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
47.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
47.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
46.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
46.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
46.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
46.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
45.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
45.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
45.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
45.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
45.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
45.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
45.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
45.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
45.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
45.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
44.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
44.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
44.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
44.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
44.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
44.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
44.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
44.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
43.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
43.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
43.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
42.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
42.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
42.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
41.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
41.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
41.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
41.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
41.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
40.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
40.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
40.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
40.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
40.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
40.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
40.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
39.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
39.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
39.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
39.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
39.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
39.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
38.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
38.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
38.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
38.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
38.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
37.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
37.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
37.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
37.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
37.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
37.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
36.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
36.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
36.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
36.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
36.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
36.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
36.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
36.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
35.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
35.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
35.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
35.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
35.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
35.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
34.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
34.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
34.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
34.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
34.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
34.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
34.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
34.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
34.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
34.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
33.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
33.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
33.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
33.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
33.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
33.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
33.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
33.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
33.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
32.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
32.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
31.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
31.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
31.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
31.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
31.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
30.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
30.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
30.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
30.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
30.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
30.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
30.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
29.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
29.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
29.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
29.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
29.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
28.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
28.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
28.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
28.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
28.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
27.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
24.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
24.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
23.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WBP1 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
18.0
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
34.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
WBP1 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
33.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
66.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
53.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
52.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
51.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
51.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
49.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
48.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
47.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
46.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
45.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
45.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
45.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
45.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
44.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
43.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
43.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
42.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
41.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
41.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
40.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
39.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
39.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
39.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
38.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
38.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
37.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
37.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
37.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
37.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
36.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
35.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
35.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
35.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
35.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
35.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
34.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
34.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
34.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
34.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
33.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
32.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
32.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
32.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
31.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
31.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
30.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
29.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
29.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
27.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
26.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
24.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
20.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 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.
WBP1 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
16.3
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
