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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TCF4 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
2.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
1.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
1.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
1.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
TCF4 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
32.3
Number of samples
486
Samples
Sample
Description
TPM
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
105.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
94.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
90.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
88.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
84.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
76.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
75.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
72.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
70.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
68.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
66.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
66.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
64.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
62.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
62.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
59.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
59.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
59.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
58.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
57.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
57.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
56.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
55.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
54.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
54.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
54.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
53.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
53.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
52.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
52.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
51.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
51.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
51.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
51.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
51.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
51.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
51.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
50.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
50.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
50.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
50.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
50.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
50.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
49.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
49.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
49.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
49.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
49.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
48.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
48.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
48.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
48.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
48.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
47.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
47.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
47.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
47.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
46.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
46.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
46.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
46.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
46.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
46.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
46.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
46.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
46.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
46.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
46.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
45.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
45.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
45.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
45.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
45.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
45.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
45.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
45.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
45.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
45.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
44.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
44.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
43.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
43.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
43.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
43.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
43.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
43.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
43.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
42.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
42.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
42.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
42.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
42.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
42.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
42.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
41.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
41.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
41.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
41.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
41.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
41.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
41.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
41.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
40.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
40.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
40.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
40.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
40.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
40.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
40.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
40.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
40.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
40.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
39.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
39.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
39.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
39.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
39.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
39.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
39.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
39.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
39.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
39.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
38.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
38.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
38.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
38.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
37.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
37.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
37.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
37.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
37.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
37.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
37.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
37.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
36.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
36.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
36.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
36.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
35.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
34.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
33.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
33.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
33.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
33.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
33.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
31.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
31.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
31.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
30.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TCF4 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
2.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
1.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
TCF4 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
35.2
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
107.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
81.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
80.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
78.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
77.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
77.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
72.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
67.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
66.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
66.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
65.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
65.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
65.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
64.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
64.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
62.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
61.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
59.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
59.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
59.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
59.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
58.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
58.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
58.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
57.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
57.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
56.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
56.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
56.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
56.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
55.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
55.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
53.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
52.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
52.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
51.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
51.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
50.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
50.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
49.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
49.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
49.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
48.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
48.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
46.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
45.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
45.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
45.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
45.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
45.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
45.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
44.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
44.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
44.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
44.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
43.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
43.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
42.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
42.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
42.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
42.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
42.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
42.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
42.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
41.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
40.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
40.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
39.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
39.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
39.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
39.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
39.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
39.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
38.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
38.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
38.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
38.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
38.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
38.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
37.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
37.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
37.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
37.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
36.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
36.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
35.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
35.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
34.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
34.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
34.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
33.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
33.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
32.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
29.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
28.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
26.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
