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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.
TOPORS 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
7.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 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.
TOPORS 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
13.1
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
TOPORS is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
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.
TOPORS 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
13.5
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.1
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
