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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.
WWP2 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
26.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
53.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
49.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
49.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
47.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
47.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
47.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
47.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
46.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
44.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
42.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
42.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
42.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
41.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
41.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
41.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
39.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
39.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
39.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
38.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
38.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
37.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
37.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
37.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
36.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
36.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
36.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
36.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
36.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
36.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
36.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
36.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
36.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
35.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
35.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
35.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
35.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
35.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
34.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
34.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
34.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
34.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
33.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
33.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
33.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
33.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
32.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
32.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
32.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
32.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
31.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
31.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
30.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
29.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
29.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
29.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
29.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
28.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
28.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
27.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
27.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
25.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
24.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WWP2 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
31.7
Number of samples
486
Samples
Sample
Description
TPM
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
52.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
52.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
50.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
48.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
48.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
48.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
47.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
47.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
46.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
46.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
46.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
46.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
46.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
46.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
45.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
45.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
45.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
45.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
44.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
44.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
44.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
44.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
44.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
43.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
43.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
43.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
43.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
42.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
42.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
42.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
42.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
42.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
42.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
42.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
41.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
41.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
41.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
41.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
41.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
41.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
41.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
41.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
41.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
40.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
40.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
40.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
40.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
40.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
40.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
40.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
40.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
40.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
40.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
39.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
39.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
39.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
39.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
38.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
38.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
38.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
38.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
38.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
38.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
38.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
37.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
37.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
37.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
37.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
37.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
37.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
37.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
37.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
37.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
37.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
37.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
37.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
36.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
36.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
36.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
36.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
36.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
36.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
36.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
35.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
35.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
35.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
35.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
35.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
35.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
35.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
34.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
34.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
34.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
34.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
34.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
33.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
33.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
33.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
33.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
33.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
32.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
32.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
32.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
32.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
31.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
31.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
27.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WWP2 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
24.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
47.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
40.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
38.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
36.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
36.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
34.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
33.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
32.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
31.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
31.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
30.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
30.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
28.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
22.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WWP2 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
29.4
Number of samples
207
Samples
Sample
Description
TPM
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
52.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
49.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
47.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
47.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
46.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
44.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
43.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
43.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
43.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
42.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
41.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
41.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
40.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
40.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
40.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
39.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
39.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
39.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
38.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
37.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
35.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
35.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
35.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
35.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
34.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
34.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
34.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
34.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
32.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
31.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
30.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
29.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.9
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.
The Human Protein Atlas project is funded
