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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBE2F 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
33.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
62.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
60.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
60.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
59.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
57.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
56.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
53.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
53.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
53.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
53.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
51.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
50.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
50.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
49.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
48.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
48.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
48.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
47.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
46.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
46.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
46.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
45.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
45.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
45.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
45.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
45.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
45.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
44.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
44.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
44.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
44.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
43.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
43.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
43.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
43.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
43.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
43.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
42.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
42.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
42.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
42.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
41.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
41.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
41.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
41.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
40.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
40.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
40.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
40.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
39.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
39.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
39.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
39.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
39.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
39.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
38.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
38.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
38.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
38.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
38.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
38.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
38.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
37.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
37.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
37.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
37.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
37.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
37.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
37.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
37.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
37.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
37.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
36.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
36.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
36.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
36.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
36.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
35.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
35.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
35.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
35.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
35.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
35.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
35.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
35.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
35.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
35.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
35.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
34.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
34.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
34.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
34.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
34.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
34.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
34.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
34.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
33.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
33.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
33.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
33.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
33.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
33.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
33.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
33.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
33.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
33.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
32.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
32.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
32.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
32.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
31.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
31.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
31.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
31.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
31.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
31.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
30.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
30.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
30.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
30.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
30.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
30.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
30.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
30.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
29.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
29.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
29.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
29.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
29.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
28.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
28.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
28.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
27.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
27.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
26.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
23.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 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.
UBE2F is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.8
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
57.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
54.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
49.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
43.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
43.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
42.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
41.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
41.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
41.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
40.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
40.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
39.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
37.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
36.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
35.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
34.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
32.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
32.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
31.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBE2F 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
32.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
55.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
53.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
53.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
51.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
51.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
50.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
49.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
49.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
47.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
45.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
45.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
45.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
44.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
43.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
41.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
40.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
40.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
40.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
39.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
39.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
39.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
38.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
38.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
38.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
38.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
38.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
38.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
37.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
37.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
37.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
37.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
36.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
35.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
35.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
33.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
33.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
33.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
33.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
31.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
31.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
30.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
29.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
26.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
25.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBE2F 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
20.9
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
40.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
39.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
35.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
963fc8db-f412-4427-a198-23f660_D2
Normal
2.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
1.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
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Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
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Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
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Tumor
0.2
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Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
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Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
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Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
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Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
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Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
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Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
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Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
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Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
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Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
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Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
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Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
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Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
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Tumor
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
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Tumor
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.7
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.8
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-1.1
b2400046-1d25-429d-a821-6040a6
Tumor
-1.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.7
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
