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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.
EOGT is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 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.
EOGT 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
11.3
Number of samples
486
Samples
Sample
Description
TPM
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
7.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
7.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
5.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
5.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
EOGT 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
7.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.7
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.
EOGT 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
11.4
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
5.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.9
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.7
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.8
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.9
b2400046-1d25-429d-a821-6040a6
Tumor
-1.6
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
