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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.
UBR1 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
6.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
UBR1 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
20.5
Number of samples
486
Samples
Sample
Description
TPM
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
49.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
45.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
40.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
35.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
35.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
33.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
32.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBR1 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
5.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
UBR1 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
21.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
143.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
41.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
36.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
35.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
34.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
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Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
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Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
