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.
UBE2K is potential prognostic, high expression is favorable 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
22.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
51.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
46.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
41.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
41.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
38.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
38.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
37.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
37.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
35.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
35.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
34.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
34.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
33.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
32.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
32.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
31.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
31.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
30.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
29.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
29.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
28.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
28.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
26.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
26.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
25.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
23.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
UBE2K 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
43.6
Number of samples
486
Samples
Sample
Description
TPM
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
107.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
83.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
80.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
78.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
72.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
71.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
70.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
69.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
68.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
67.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
67.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
66.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
66.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
66.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
66.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
65.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
65.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
64.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
63.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
63.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
63.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
63.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
63.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
62.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
62.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
62.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
60.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
60.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
60.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
60.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
60.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
60.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
59.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
59.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
59.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
59.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
59.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
59.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
59.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
58.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
58.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
58.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
58.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
58.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
57.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
57.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
57.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
57.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
57.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
57.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
56.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
56.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
56.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
56.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
56.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
56.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
56.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
56.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
56.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
55.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
55.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
54.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
54.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
54.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
54.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
54.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
54.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
54.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
54.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
54.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
54.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
54.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
54.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
53.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
53.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
53.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
53.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
53.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
53.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
53.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
53.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
53.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
53.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
53.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
53.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
52.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
52.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
52.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
52.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
52.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
52.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
52.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
52.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
52.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
52.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
51.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
51.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
51.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
51.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
51.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
51.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
51.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
51.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
51.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
51.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
50.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
50.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
50.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
50.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
50.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
50.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
50.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
50.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
50.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
50.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
50.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
50.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
50.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
50.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
50.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
50.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
50.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
49.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
49.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
49.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
49.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
49.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
49.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
49.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
49.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
49.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
49.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
48.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
48.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
48.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
48.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
48.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
48.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
48.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
48.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
48.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
48.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
48.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
48.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
48.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
48.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
48.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
48.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
48.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
48.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
48.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
47.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
47.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
47.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
47.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
47.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
47.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
47.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
47.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
47.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
47.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
47.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
47.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
47.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
46.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
46.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
46.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
46.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
46.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
46.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
46.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
46.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
46.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
46.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
46.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
46.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
46.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
46.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
46.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
46.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
46.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
46.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
46.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
46.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
46.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
46.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
46.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
46.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
46.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
46.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
45.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
45.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
45.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
45.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
45.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
45.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
45.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
45.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
45.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
45.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
45.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
45.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
45.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
45.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
45.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
45.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
45.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
45.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
45.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
45.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
45.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
45.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
44.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
44.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
44.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
44.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
44.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
44.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
44.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
44.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
44.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
44.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
44.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
44.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
44.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
44.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
44.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
44.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
44.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
44.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
44.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
44.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
44.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
44.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
44.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
44.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
43.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
43.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
43.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
43.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
43.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
43.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
43.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
43.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
43.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
43.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
43.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
43.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
43.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
43.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
43.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
43.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
43.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
42.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
42.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
42.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
42.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
42.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
42.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
42.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
42.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
42.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
42.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
42.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
42.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
41.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
41.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
41.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
41.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
41.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
41.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
41.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
41.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
41.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
41.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
41.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
41.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
41.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
41.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
40.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
40.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
40.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
40.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
40.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
40.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
40.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
40.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
40.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
40.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
39.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
39.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
39.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
39.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
39.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
39.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
39.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
39.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
39.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
39.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
39.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
39.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
39.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
38.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
38.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
38.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
38.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
38.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
38.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
38.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
38.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
38.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
38.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
38.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
38.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
38.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
38.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
38.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
37.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
37.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
37.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
37.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
37.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
37.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
37.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
37.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
37.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
37.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
36.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
36.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
36.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
36.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
36.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
36.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
36.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
36.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
36.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
36.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
36.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
36.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
36.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
36.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
35.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
35.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
35.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
35.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
35.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
35.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
35.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
34.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
34.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
34.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
34.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
34.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
34.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
34.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
33.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
33.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
33.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
32.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
32.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
32.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
31.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
31.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
31.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
30.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
5.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBE2K 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
23.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
49.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
45.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
44.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
37.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
35.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
34.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
31.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
29.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
23.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
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.
UBE2K 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
41.5
Number of samples
207
Samples
Sample
Description
TPM
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
85.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
78.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
74.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
71.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
70.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
69.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
69.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
68.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
66.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
66.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
64.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
64.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
63.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
63.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
62.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
62.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
62.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
61.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
60.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
60.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
60.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
59.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
59.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
58.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
58.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
57.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
57.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
57.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
56.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
56.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
56.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
55.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
55.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
54.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
53.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
53.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
53.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
52.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
51.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
51.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
50.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
50.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
49.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
49.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
49.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
49.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
49.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
49.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
48.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
48.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
48.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
48.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
48.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
47.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
47.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
47.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
47.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
47.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
47.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
47.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
47.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
46.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
46.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
46.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
46.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
46.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
46.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
46.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
45.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
45.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
45.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
45.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
45.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
45.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
45.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
45.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
45.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
44.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
44.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
44.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
44.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
43.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
43.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
43.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
43.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
43.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
43.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
43.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
43.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
43.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
42.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
42.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
42.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
42.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
42.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
42.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
41.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
41.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
41.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
41.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
41.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
40.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
40.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
40.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
40.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
40.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
39.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
39.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
39.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
38.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
38.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
38.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
38.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
38.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
38.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
37.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
37.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
37.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
37.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
37.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
37.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
37.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
37.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
36.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
36.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
36.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
35.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
35.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
35.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
35.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
34.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
34.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
34.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
34.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
34.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
34.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
33.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
33.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
33.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
33.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
33.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
33.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
32.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
31.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
31.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
29.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.9
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
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.