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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.
E4F1 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
11.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
E4F1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.4
Number of samples
486
Samples
Sample
Description
TPM
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
6.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
5.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
E4F1 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
11.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
11.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
E4F1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.5
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
