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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.
EVI2B is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
36.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
34.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
33.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
EVI2B 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
23.9
Number of samples
486
Samples
Sample
Description
TPM
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
87.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
86.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
83.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
66.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
59.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
57.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
56.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
55.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
54.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
53.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
50.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
50.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
50.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
49.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
49.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
49.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
49.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
48.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
48.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
48.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
47.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
47.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
47.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
46.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
46.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
45.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
45.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
45.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
45.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
45.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
45.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
45.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
44.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
44.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
43.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
43.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
43.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
42.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
42.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
42.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
42.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
41.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
41.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
41.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
41.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
40.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
40.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
39.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
39.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
39.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
39.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
39.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
38.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
38.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
38.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
38.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
37.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
37.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
37.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
37.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
37.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
36.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
36.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
35.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
35.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
35.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
34.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
34.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
33.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
32.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
32.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
4.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EVI2B is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
EVI2B 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
24.1
Number of samples
207
Samples
Sample
Description
TPM
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
62.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
60.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
58.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
58.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
57.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
54.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
51.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
50.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
48.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
48.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
47.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
47.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
47.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
45.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
44.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
42.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
41.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
41.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
41.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
40.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
39.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
38.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
38.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
37.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
36.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
36.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
36.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
35.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
35.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
35.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
33.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
29.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
1.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
1.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
1.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.9
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.9
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.9
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
0.7
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.9
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.9
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.9
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-1.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
