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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.
EEA1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
EEA1 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
19.5
Number of samples
486
Samples
Sample
Description
TPM
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
87.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
70.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
58.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
46.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
44.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
42.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
42.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
41.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
41.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
41.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
40.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
39.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.4
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.
EEA1 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
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EEA1 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
21.3
Number of samples
207
Samples
Sample
Description
TPM
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
53.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
50.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
49.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
48.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
43.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
39.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
39.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
38.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
35.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
34.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
33.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
32.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
31.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
29.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
26.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
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Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
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Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
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Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
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Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
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Tumor
0.1
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Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
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Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
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Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
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Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
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Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
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Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
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Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
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Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
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Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
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Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
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Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
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Tumor
-0.4
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Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
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Tumor
-0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
