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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.
SIAH1 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
16.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
43.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
40.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
37.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
31.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
SIAH1 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
16.0
Number of samples
486
Samples
Sample
Description
TPM
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
55.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 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
14.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.0
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.
SIAH1 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
16.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
34.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.6
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.
SIAH1 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
16.0
Number of samples
207
Samples
Sample
Description
TPM
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
