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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.
POLE 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
5.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
POLE 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
18.5
Number of samples
486
Samples
Sample
Description
TPM
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
49.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
46.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
41.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
41.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
40.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
36.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
POLE 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
5.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
POLE 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
16.8
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
33.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
