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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.
IRF3 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
44.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
99.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
98.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
91.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
86.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
76.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
75.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
74.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
74.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
73.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
70.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
69.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
69.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
67.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
65.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
64.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
63.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
63.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
63.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
63.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
63.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
62.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
62.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
62.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
62.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
62.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
61.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
60.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
60.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
60.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
59.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
59.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
59.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
58.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
58.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
57.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
57.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
57.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
57.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
57.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
57.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
57.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
56.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
56.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
56.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
55.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
55.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
55.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
55.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
54.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
54.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
54.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
54.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
54.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
53.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
53.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
53.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
53.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
53.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
52.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
52.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
52.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
52.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
52.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
52.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
52.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
52.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
51.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
51.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
51.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
50.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
50.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
50.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
50.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
50.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
50.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
49.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
49.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
49.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
49.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
49.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
49.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
49.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
48.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
48.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
48.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
47.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
47.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
47.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
47.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
47.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
47.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
47.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
47.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
47.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
46.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
46.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
46.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
46.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
46.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
46.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
46.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
46.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
46.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
46.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
45.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
45.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
45.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
45.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
45.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
45.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
44.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
44.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
44.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
44.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
44.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
44.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
43.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
43.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
43.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
43.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
43.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
43.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
42.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
42.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
42.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
42.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
42.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
42.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
42.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
42.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
42.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
42.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
42.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
42.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
42.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
41.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
40.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
40.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
40.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
40.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
40.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
40.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
40.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
40.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
40.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
39.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
39.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
39.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
39.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
39.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
39.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
39.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
39.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
38.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
38.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
38.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
38.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
38.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
38.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
38.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
38.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
38.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
38.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
37.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
37.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
37.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
36.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
36.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
36.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
36.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
36.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
35.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
35.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
35.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
35.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
35.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
35.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
35.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
35.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
34.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
34.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
33.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
33.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
33.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
33.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
33.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
33.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
33.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
32.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
32.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
32.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
32.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
32.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
32.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
31.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
31.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
31.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
31.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
30.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
30.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
30.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
29.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
29.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
28.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
28.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
26.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
25.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
25.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 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.
IRF3 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
26.0
Number of samples
486
Samples
Sample
Description
TPM
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
71.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
56.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
53.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
50.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
50.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
48.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
48.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
48.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
46.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
46.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
45.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
45.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
45.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
45.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
44.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
44.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
44.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
43.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
43.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
43.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
43.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
43.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
42.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
42.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
41.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
41.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
40.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
40.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
40.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
40.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
39.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
39.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
39.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
39.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
39.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
38.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
38.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
38.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
38.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
37.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
37.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
36.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
36.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
35.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
34.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
32.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
32.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
31.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
31.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
29.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
IRF3 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
40.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
74.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
69.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
66.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
61.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
61.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
60.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
60.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
58.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
57.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
56.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
56.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
56.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
55.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
53.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
53.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
51.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
51.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
51.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
51.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
51.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
50.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
50.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
49.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
49.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
48.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
48.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
48.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
46.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
45.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
44.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
43.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
43.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
42.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
42.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
42.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
41.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
41.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
39.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
39.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
39.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
38.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
38.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
38.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
37.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
37.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
37.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
37.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
37.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
36.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
36.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
36.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
35.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
34.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
34.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
33.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
32.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
32.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
32.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
32.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
31.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
30.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
29.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
29.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
29.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
29.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
29.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
28.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
28.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IRF3 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
22.7
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
55.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
47.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
44.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
42.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
41.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
39.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
38.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
37.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
36.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
36.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
35.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.8
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
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Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Normal
0.4
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Tumor
0.3
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Tumor
0.3
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Normal
0.3
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Normal
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Normal
0.3
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.2
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.3
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Normal
-0.3
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Tumor
-0.3
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Normal
-0.3
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Normal
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Normal
-0.4
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Tumor
-0.4
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Normal
-0.4
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Tumor
-0.4
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Tumor
-0.5
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Normal
-0.5
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Normal
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Normal
-0.5
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Tumor
-0.6
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Normal
-0.7
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Tumor
-0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.8
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
