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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.
VIPAS39 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 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.
VIPAS39 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
10.9
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VIPAS39 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
9.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VIPAS39 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
9.9
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
5.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
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Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
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Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
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Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
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Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
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Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
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Normal
0.0
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Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
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Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
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Tumor
-0.1
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Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
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Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
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Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
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Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.7
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
