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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.
PIAS4 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
9.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
PIAS4 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
11.5
Number of samples
486
Samples
Sample
Description
TPM
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
PIAS4 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
PIAS4 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
10.9
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.8
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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
