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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.
IRF2 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
24.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
48.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
43.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
43.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
39.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
39.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
38.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
37.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
37.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
37.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
37.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
36.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
36.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
35.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
35.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
34.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
34.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
34.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
34.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
34.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
34.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
33.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
33.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
33.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
33.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
33.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
32.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
32.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
31.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
31.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
30.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
28.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
28.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
27.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
26.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
25.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
24.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 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.
IRF2 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
38.6
Number of samples
486
Samples
Sample
Description
TPM
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
72.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
70.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
69.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
68.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
64.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
63.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
62.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
62.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
61.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
60.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
58.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
58.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
57.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
56.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
55.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
55.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
55.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
55.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
55.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
54.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
54.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
54.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
54.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
54.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
54.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
54.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
53.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
53.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
53.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
53.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
53.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
53.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
52.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
52.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
52.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
52.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
52.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
51.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
51.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
51.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
51.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
51.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
51.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
51.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
51.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
51.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
50.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
50.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
50.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
50.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
50.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
49.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
49.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
49.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
49.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
49.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
49.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
49.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
49.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
49.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
49.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
49.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
48.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
48.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
48.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
48.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
48.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
48.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
48.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
48.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
48.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
48.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
48.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
48.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
48.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
48.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
48.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
48.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
47.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
47.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
47.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
47.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
47.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
47.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
47.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
46.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
46.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
46.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
46.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
46.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
46.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
46.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
46.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
46.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
46.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
46.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
46.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
46.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
46.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
45.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
45.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
45.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
45.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
45.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
45.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
45.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
45.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
45.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
44.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
44.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
44.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
44.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
44.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
44.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
44.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
44.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
44.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
44.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
44.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
44.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
44.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
44.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
44.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
43.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
43.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
43.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
43.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
43.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
43.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
43.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
43.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
43.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
43.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
43.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
43.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
43.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
42.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
42.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
42.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
42.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
42.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
42.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
42.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
42.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
42.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
42.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
42.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
42.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
42.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
41.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
41.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
41.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
41.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
41.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
41.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
41.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
41.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
41.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
41.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
41.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
41.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
40.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
40.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
40.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
40.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
40.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
40.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
40.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
40.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
40.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
40.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
40.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
40.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
39.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
39.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
39.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
39.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
39.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
39.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
39.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
39.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
39.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
39.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
39.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
39.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
39.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
39.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
39.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
39.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
38.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
38.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
38.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
38.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
38.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
38.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
38.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
38.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
38.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
38.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
38.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
38.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
38.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
38.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
38.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
38.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
38.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
37.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
37.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
37.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
37.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
37.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
37.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
37.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
37.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
37.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
37.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
37.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
37.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
37.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
37.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
37.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
37.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
36.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
36.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
36.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
36.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
36.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
36.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
36.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
36.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
36.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
36.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
36.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
36.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
36.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
36.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
36.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
36.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
36.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
36.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
36.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
36.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
35.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
35.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
35.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
35.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
35.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
35.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
35.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
35.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
35.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
35.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
35.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
35.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
35.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
34.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
34.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
34.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
34.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
34.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
34.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
33.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
33.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
33.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
33.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
33.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
32.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
32.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
32.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
31.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
31.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
31.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
27.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IRF2 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
22.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
38.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
32.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
30.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
29.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
29.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
28.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
28.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
27.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
24.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
22.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IRF2 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
35.6
Number of samples
207
Samples
Sample
Description
TPM
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
55.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
54.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
52.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
52.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
51.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
51.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
50.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
50.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
49.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
49.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
49.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
49.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
48.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
48.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
48.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
48.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
48.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
47.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
47.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
47.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
47.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
46.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
46.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
45.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
45.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
45.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
44.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
43.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
43.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
43.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
43.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
43.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
43.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
42.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
42.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
42.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
42.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
42.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
41.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
41.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
41.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
41.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
41.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
41.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
41.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
40.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
40.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
40.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
40.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
40.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
40.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
40.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
40.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
39.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
39.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
39.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
39.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
39.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
39.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
38.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
38.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
38.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
38.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
38.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
38.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
38.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
38.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
38.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
38.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
37.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
37.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
37.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
37.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
37.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
37.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
36.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
36.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
36.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
36.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
36.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
36.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
36.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
36.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
35.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
35.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
35.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
35.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
35.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
35.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
35.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
35.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
34.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
34.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
34.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
34.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
34.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
34.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
33.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
33.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
33.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
33.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
33.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
32.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
32.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
32.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
32.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
31.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
31.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
30.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
29.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
1.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-1.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-1.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-1.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.8
b2400046-1d25-429d-a821-6040a6
Tumor
-2.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
