We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
USP11 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
21.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
70.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
62.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
60.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
57.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
55.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
48.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
47.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
46.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
42.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
41.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
39.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
39.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
38.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
38.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
37.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
36.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
36.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
36.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
36.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
35.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
35.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
35.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
35.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
34.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
34.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
33.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
33.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
32.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
32.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
30.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
27.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
23.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 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.
USP11 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
27.8
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
74.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
71.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
66.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
66.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
61.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
59.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
55.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
54.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
52.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
51.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
51.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
51.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
51.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
50.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
49.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
49.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
48.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
48.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
48.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
48.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
47.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
47.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
47.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
47.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
47.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
46.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
46.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
45.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
45.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
44.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
44.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
44.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
43.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
43.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
43.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
42.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
42.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
41.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
41.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
41.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
41.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
41.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
41.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
41.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
40.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
40.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
39.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
39.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
39.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
38.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
38.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
38.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
37.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
37.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
37.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
37.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
36.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
36.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
36.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
35.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
35.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
35.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
34.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
33.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
32.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
31.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
31.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
29.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USP11 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
22.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
59.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
53.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
48.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
44.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
41.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
39.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
37.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
36.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
36.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
35.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
34.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
33.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
27.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
25.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.4
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.
USP11 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
28.5
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
67.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
67.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
63.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
61.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
57.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
53.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
50.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
50.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
48.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
44.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
44.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
44.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
44.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
43.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
42.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
42.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
42.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
42.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
41.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
41.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
41.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
40.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
40.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
40.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
39.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
39.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
39.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
39.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
38.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
38.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
38.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
38.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
38.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
38.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
37.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
36.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
36.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
34.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
34.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
32.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
32.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
31.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.2
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
1.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.9
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.9
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.8
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.7
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-1.9
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-2.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
