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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.
ELMO2 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
15.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
37.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
27.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
23.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 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.
ELMO2 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
17.1
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
46.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
ELMO2 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
17.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
35.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
31.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
29.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
27.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.0
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.
ELMO2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.1
Number of samples
207
Samples
Sample
Description
TPM
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
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Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
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Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
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Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
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Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
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Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
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Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
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Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
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Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
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Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.8
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
