We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TBCE 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
1.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
1.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
1.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
1.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
1.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
1.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
1.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
1.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
1.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
1.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
1.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
1.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
1.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 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.
TBCE 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
11.2
Number of samples
486
Samples
Sample
Description
TPM
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
7.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
6.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
4.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TBCE 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
1.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
1.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
1.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
1.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
1.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
1.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
TBCE 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
10.4
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
4.8
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
1.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.9
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
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
