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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.
WSB2 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
40.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
97.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
85.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
82.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
79.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
77.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
76.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
70.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
69.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
66.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
66.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
66.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
65.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
64.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
64.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
64.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
62.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
61.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
59.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
59.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
58.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
58.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
58.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
55.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
55.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
55.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
55.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
55.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
55.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
54.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
54.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
54.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
54.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
54.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
54.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
53.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
53.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
53.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
53.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
52.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
52.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
52.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
52.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
51.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
51.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
50.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
50.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
50.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
49.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
49.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
49.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
49.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
49.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
49.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
49.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
49.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
49.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
49.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
49.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
49.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
49.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
48.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
48.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
48.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
48.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
48.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
48.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
48.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
47.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
47.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
47.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
46.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
46.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
46.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
46.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
46.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
45.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
45.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
45.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
44.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
44.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
44.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
44.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
44.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
44.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
44.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
44.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
44.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
43.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
43.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
43.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
43.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
43.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
43.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
42.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
42.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
42.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
41.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
41.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
41.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
41.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
41.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
40.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
40.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
40.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
40.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
40.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
40.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
40.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
39.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
39.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
39.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
39.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
39.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
39.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
38.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
38.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
38.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
38.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
38.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
38.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
38.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
38.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
38.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
38.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
38.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
37.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
37.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
37.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
37.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
37.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
37.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
37.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
36.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
36.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
36.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
36.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
36.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
36.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
36.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
36.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
36.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
36.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
35.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
35.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
35.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
35.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
35.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
35.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
35.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
35.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
35.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
35.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
34.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
34.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
34.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
34.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
34.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
33.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
33.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
33.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
33.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
33.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
33.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
33.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
32.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
32.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
32.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
32.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
32.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
32.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
32.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
32.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
32.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
32.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
32.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
32.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
32.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
32.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
32.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
31.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
31.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
31.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
31.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
31.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
31.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
31.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
30.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
30.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
30.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
28.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
27.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
27.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
26.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
25.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
25.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
25.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 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.
WSB2 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
59.6
Number of samples
486
Samples
Sample
Description
TPM
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
142.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
125.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
122.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
121.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
110.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
106.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
104.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
99.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
99.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
98.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
98.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
96.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
95.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
93.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
93.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
93.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
92.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
91.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
90.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
90.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
89.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
89.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
88.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
88.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
88.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
87.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
86.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
86.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
86.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
85.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
85.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
85.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
85.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
84.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
84.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
84.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
83.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
83.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
83.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
82.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
82.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
82.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
81.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
81.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
81.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
80.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
80.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
80.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
80.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
79.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
79.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
79.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
79.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
79.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
79.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
79.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
78.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
78.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
78.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
78.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
78.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
77.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
77.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
76.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
76.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
76.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
76.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
76.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
76.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
76.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
75.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
75.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
75.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
75.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
75.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
75.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
75.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
75.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
75.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
74.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
74.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
74.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
74.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
74.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
74.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
73.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
73.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
73.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
73.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
72.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
72.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
72.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
72.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
72.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
72.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
71.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
71.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
71.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
71.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
71.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
70.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
70.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
70.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
70.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
69.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
69.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
69.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
69.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
69.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
69.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
68.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
68.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
68.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
68.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
68.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
68.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
68.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
68.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
68.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
67.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
67.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
67.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
67.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
67.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
67.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
67.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
67.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
67.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
67.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
67.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
67.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
67.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
66.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
66.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
66.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
66.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
66.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
66.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
66.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
66.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
66.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
66.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
66.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
65.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
65.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
65.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
65.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
65.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
65.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
65.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
65.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
65.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
65.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
65.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
65.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
65.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
65.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
65.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
65.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
65.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
65.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
64.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
64.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
64.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
64.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
64.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
64.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
64.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
64.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
64.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
64.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
64.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
63.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
63.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
63.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
63.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
63.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
63.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
63.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
63.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
63.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
63.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
62.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
62.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
62.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
62.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
62.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
62.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
62.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
62.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
62.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
62.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
62.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
62.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
62.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
62.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
62.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
62.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
62.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
62.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
61.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
61.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
61.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
61.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
61.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
61.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
61.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
60.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
60.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
60.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
60.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
60.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
60.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
60.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
60.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
60.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
60.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
60.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
60.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
60.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
60.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
60.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
59.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
59.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
59.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
59.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
59.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
59.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
59.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
59.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
59.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
59.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
58.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
58.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
58.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
58.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
58.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
58.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
58.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
58.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
58.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
58.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
58.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
58.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
58.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
58.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
57.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
57.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
57.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
57.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
57.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
57.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
57.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
57.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
57.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
57.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
57.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
57.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
57.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
57.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
57.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
57.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
57.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
56.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
56.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
56.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
56.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
56.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
56.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
56.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
56.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
56.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
56.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
56.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
56.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
55.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
55.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
55.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
55.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
55.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
55.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
55.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
55.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
55.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
54.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
54.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
54.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
54.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
54.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
54.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
54.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
54.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
54.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
54.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
54.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
54.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
54.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
54.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
53.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
53.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
53.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
53.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
53.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
53.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
53.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
53.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
53.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
53.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
53.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
53.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
53.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
53.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
53.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
53.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
52.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
52.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
52.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
52.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
52.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
52.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
52.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
52.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
52.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
52.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
52.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
52.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
51.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
51.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
51.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
51.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
51.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
51.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
51.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
51.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
51.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
51.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
51.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
51.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
51.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
50.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
50.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
50.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
50.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
50.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
50.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
50.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
50.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
50.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
50.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
49.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
49.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
49.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
49.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
49.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
49.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
49.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
49.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
49.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
49.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
49.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
49.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
49.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
49.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
49.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
48.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
48.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
48.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
48.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
48.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
48.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
48.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
48.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
48.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
47.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
47.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
47.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
47.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
47.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
47.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
47.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
47.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
47.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
47.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
47.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
47.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
47.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
47.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
46.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
46.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
46.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
46.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
46.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
46.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
46.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
46.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
46.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
46.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
46.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
45.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
45.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
45.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
45.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
45.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
45.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
45.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
45.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
45.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
45.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
44.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
44.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
44.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
44.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
44.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
44.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
44.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
44.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
44.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
44.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
43.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
43.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
43.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
43.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
43.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
42.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
42.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
42.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
42.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
42.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
41.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
41.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
41.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
41.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
41.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
40.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
40.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
40.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
39.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
39.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
39.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
39.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
38.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
38.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
38.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
38.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
38.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
37.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
37.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
37.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
37.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
36.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
36.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
35.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
35.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
35.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
35.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
34.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
34.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
33.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
32.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
32.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
30.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
29.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
WSB2 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
37.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
72.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
68.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
64.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
61.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
61.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
61.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
57.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
57.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
56.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
55.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
55.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
53.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
52.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
50.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
49.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
49.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
48.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
48.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
48.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
46.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
46.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
45.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
44.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
44.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
44.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
44.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
43.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
42.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
42.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
41.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
41.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
41.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
41.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
40.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
40.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
40.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
39.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
39.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
39.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
39.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
38.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
37.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
36.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
36.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
36.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
35.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
35.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
35.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
34.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
34.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
33.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
33.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
32.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
32.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
32.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
32.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
30.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
30.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
29.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
29.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
27.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
26.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
14.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 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.
WSB2 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
53.7
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
135.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
99.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
92.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
89.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
86.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
84.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
84.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
83.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
82.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
81.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
81.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
80.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
80.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
79.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
78.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
77.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
76.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
75.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
75.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
74.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
72.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
71.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
70.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
70.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
70.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
70.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
69.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
68.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
68.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
68.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
68.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
68.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
67.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
67.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
66.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
65.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
64.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
64.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
64.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
64.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
64.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
63.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
63.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
63.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
63.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
63.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
63.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
62.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
61.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
61.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
61.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
61.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
61.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
61.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
60.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
60.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
59.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
59.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
59.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
59.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
58.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
58.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
58.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
58.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
57.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
57.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
57.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
57.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
57.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
57.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
57.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
56.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
56.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
56.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
56.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
56.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
56.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
56.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
56.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
56.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
56.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
55.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
55.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
55.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
55.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
55.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
55.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
54.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
54.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
54.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
54.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
54.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
53.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
53.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
53.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
53.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
53.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
53.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
53.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
53.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
53.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
52.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
52.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
52.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
52.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
52.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
52.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
51.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
51.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
50.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
50.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
50.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
50.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
50.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
50.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
50.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
50.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
49.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
49.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
49.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
48.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
48.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
48.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
48.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
48.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
48.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
48.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
48.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
48.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
47.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
47.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
47.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
47.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
47.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
47.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
46.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
46.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
46.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
46.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
46.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
46.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
46.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
46.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
46.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
46.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
45.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
45.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
45.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
44.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
44.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
44.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
44.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
44.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
44.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
44.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
44.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
43.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
43.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
43.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
43.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
43.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
43.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
42.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
42.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
42.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
42.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
42.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
42.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
41.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
41.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
41.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
41.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
41.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
41.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
41.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
41.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
40.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
40.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
40.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
40.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
38.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
38.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
37.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
36.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
36.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
36.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
35.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
35.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
34.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
33.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
32.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
31.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
30.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
30.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
24.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.3
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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
