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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.
TCF20 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
2.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
2.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
1.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
1.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
1.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
1.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
1.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
TCF20 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.1
Number of samples
486
Samples
Sample
Description
TPM
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
51.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
46.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
41.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
41.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
40.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
38.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
34.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
4.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
TCF20 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
2.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
1.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TCF20 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.1
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
39.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
6.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
4.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
2.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.5
b2400046-1d25-429d-a821-6040a6
Tumor
1.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
1.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
1.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.9
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.8
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.6
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
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
