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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.
EPC1 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
8.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 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.
EPC1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.9
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EPC1 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
8.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.9
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.
EPC1 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
18.8
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
