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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.
E2F8 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
4.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 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.
E2F8 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.5
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
36.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
7.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
6.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
5.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
5.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
5.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
5.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
5.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
5.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
5.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
4.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
4.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
4.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
4.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
4.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
4.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
4.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
4.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
3.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
3.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
E2F8 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
4.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.8
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.
E2F8 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.7
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
51.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
43.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
32.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
5.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
5.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
5.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
5.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
4.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
4.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
4.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
4.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
3.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
3.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
2.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
2.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
2.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
2.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
1.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
