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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.
PIAS1 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
6.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
PIAS1 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
21.0
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
45.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
43.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
PIAS1 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
6.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PIAS1 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
19.3
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
2.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
2.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
1.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
1.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
1.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.9
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.8
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.6
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.6
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.7
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.8
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.9
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-1.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-1.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-1.7
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-1.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.9
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-2.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-2.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-2.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-2.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-2.9
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
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
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_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
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
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
b2400046-1d25-429d-a821-6040a6
Tumor
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
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
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
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
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
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
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_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
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_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
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
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
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
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
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_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
