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.
UBE2R2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
57.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
51.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
48.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
44.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
43.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
41.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
41.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
41.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
41.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
40.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
40.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
39.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
38.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
38.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
37.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
37.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
37.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
36.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
36.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
35.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
34.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
34.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
34.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
34.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
33.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
33.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
33.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
33.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
32.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
32.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
32.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
32.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
31.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
31.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
31.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
30.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
30.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
30.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
29.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
29.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
29.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
29.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
28.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
28.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
28.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
28.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
27.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
27.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
26.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
26.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
25.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
25.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
24.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBE2R2 is potential prognostic, high expression is unfavorable 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
38.4
Number of samples
486
Samples
Sample
Description
TPM
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
86.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
72.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
71.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
68.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
68.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
67.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
64.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
64.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
63.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
62.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
61.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
60.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
59.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
59.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
58.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
57.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
56.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
56.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
56.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
56.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
55.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
55.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
55.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
55.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
55.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
55.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
55.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
53.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
53.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
53.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
52.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
52.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
52.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
52.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
52.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
51.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
51.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
51.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
51.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
51.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
51.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
50.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
50.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
50.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
50.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
50.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
50.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
49.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
48.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
48.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
48.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
47.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
47.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
47.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
47.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
47.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
46.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
46.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
46.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
46.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
46.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
46.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
46.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
46.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
46.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
46.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
46.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
46.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
46.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
46.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
45.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
45.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
45.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
45.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
44.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
44.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
44.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
44.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
44.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
44.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
44.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
44.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
44.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
44.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
44.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
43.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
43.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
43.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
43.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
43.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
43.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
43.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
43.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
43.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
43.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
43.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
43.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
43.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
43.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
43.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
43.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
43.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
43.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
42.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
42.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
42.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
42.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
42.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
42.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
42.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
42.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
42.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
42.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
42.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
42.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
42.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
42.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
42.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
42.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
42.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
42.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
42.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
42.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
42.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
42.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
41.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
41.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
41.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
41.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
41.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
41.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
41.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
41.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
41.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
41.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
41.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
41.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
41.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
41.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
40.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
40.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
40.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
40.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
40.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
40.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
40.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
40.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
40.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
40.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
40.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
40.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
40.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
40.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
40.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
40.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
40.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
40.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
40.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
40.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
40.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
40.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
40.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
40.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
39.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
39.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
39.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
39.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
39.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
39.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
39.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
39.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
39.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
39.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
39.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
39.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
39.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
39.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
39.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
39.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
39.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
39.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
39.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
39.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
38.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
38.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
38.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
38.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
38.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
38.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
38.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
38.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
38.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
38.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
38.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
38.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
37.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
37.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
37.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
37.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
37.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
37.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
37.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
37.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
37.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
37.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
37.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
37.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
37.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
37.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
37.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
37.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
37.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
36.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
36.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
36.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
36.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
36.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
36.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
36.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
36.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
36.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
36.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
36.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
36.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
36.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
35.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
35.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
35.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
35.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
35.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
35.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
35.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
35.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
35.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
35.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
35.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
35.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
35.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
34.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
34.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
34.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
34.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
34.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
34.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
34.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
34.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
34.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
34.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
34.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
34.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
33.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
33.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
33.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
33.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
33.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
32.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
30.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
30.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
28.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.4
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.
UBE2R2 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
28.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
58.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
56.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
45.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
42.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
40.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
39.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
39.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
37.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
36.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
35.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
35.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
34.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
34.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
33.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
32.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
32.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
32.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
32.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
31.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
30.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
30.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
30.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
30.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
28.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
26.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
24.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
18.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
UBE2R2 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
36.1
Number of samples
207
Samples
Sample
Description
TPM
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
79.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
68.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
65.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
59.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
58.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
57.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
56.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
56.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
56.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
54.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
51.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
50.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
50.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
50.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
50.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
49.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
49.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
49.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
49.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
49.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
48.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
47.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
47.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
47.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
47.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
47.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
46.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
46.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
46.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
46.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
45.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
45.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
44.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
44.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
44.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
44.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
43.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
43.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
43.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
42.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
42.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
42.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
42.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
42.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
42.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
42.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
41.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
41.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
41.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
41.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
41.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
40.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
40.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
40.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
40.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
40.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
40.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
40.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
39.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
39.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
39.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
39.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
39.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
38.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
38.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
38.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
38.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
38.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
38.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
37.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
37.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
37.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
37.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
37.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
37.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
37.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
37.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
36.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
36.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
36.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
36.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
36.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
36.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
36.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
35.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
35.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
35.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
35.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
35.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
34.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
34.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
34.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
33.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
33.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
33.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
33.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
32.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
32.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
32.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
31.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
31.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
31.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
29.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.0
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.9
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.7
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
