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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.
EPS15L1 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
13.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 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.
EPS15L1 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
20.2
Number of samples
486
Samples
Sample
Description
TPM
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
55.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
EPS15L1 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
12.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EPS15L1 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
19.3
Number of samples
207
Samples
Sample
Description
TPM
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
32.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
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Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
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Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
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Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
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Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
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Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
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Normal
0.1
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Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
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Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
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Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
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Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
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Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
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Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
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Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
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Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.5
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
