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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.
UBR2 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
8.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
UBR2 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
22.0
Number of samples
486
Samples
Sample
Description
TPM
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
124.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
76.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
69.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
68.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
52.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
38.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
38.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
36.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBR2 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
8.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
41.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.3
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.
UBR2 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
20.6
Number of samples
207
Samples
Sample
Description
TPM
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
42.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.8
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.9
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
