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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.
IRF6 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
28.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
89.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
67.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
62.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
59.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
57.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
56.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
54.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
51.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
50.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
50.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
49.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
49.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
48.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
48.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
48.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
47.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
47.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
46.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
45.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
45.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
44.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
44.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
44.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
43.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
43.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
41.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
41.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
40.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
40.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
40.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
39.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
39.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
38.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
38.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
38.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
37.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
37.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
37.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
37.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
36.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
36.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
36.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
36.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
36.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
36.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
36.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
36.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
35.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
35.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
34.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
34.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
33.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
33.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
32.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
32.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
32.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
32.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
32.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
31.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
31.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
31.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
31.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
31.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
31.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
30.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
30.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
30.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
29.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
28.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
28.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
27.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
26.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
26.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
26.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
26.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
25.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
25.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
19.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 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.
IRF6 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
33.3
Number of samples
486
Samples
Sample
Description
TPM
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
72.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
72.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
72.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
71.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
68.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
67.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
65.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
65.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
63.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
62.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
60.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
60.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
59.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
58.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
57.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
57.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
57.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
55.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
53.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
53.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
53.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
53.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
53.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
52.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
51.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
51.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
51.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
50.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
50.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
50.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
50.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
50.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
50.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
50.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
49.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
49.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
49.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
49.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
49.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
48.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
48.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
48.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
47.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
47.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
47.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
47.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
47.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
47.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
47.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
47.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
47.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
47.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
47.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
46.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
46.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
46.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
46.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
46.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
46.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
46.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
46.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
46.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
45.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
45.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
45.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
45.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
45.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
45.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
45.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
44.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
44.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
44.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
44.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
44.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
44.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
43.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
43.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
43.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
43.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
43.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
43.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
43.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
43.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
43.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
43.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
42.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
42.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
42.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
42.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
42.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
42.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
42.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
41.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
41.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
41.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
41.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
41.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
41.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
41.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
41.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
41.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
41.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
41.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
41.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
40.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
40.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
40.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
40.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
40.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
40.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
40.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
40.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
40.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
40.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
40.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
39.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
39.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
39.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
39.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
38.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
38.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
38.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
38.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
38.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
38.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
38.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
38.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
37.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
37.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
37.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
37.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
37.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
37.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
36.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
36.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
36.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
36.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
36.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
36.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
36.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
36.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
35.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
35.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
35.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
34.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
34.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
34.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
34.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
34.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
33.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
33.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
33.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
32.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
31.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
31.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
31.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
5.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
IRF6 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
28.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
76.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
62.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
61.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
54.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
51.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
47.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
46.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
46.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
45.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
44.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
41.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
40.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
40.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
38.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
37.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
37.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
36.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
36.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
35.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
35.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
34.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
34.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
33.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
31.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
29.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
29.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
29.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
24.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IRF6 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
29.7
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
75.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
68.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
59.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
59.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
57.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
54.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
54.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
53.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
53.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
53.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
52.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
51.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
50.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
50.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
48.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
46.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
46.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
46.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
46.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
45.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
45.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
44.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
44.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
44.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
44.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
44.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
43.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
42.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
42.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
41.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
41.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
39.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
39.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
37.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
37.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
37.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
36.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
36.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
36.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
35.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
35.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
35.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
34.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
33.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
33.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
33.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
33.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
32.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
29.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
28.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
28.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
27.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
27.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
1.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.9
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.8
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.8
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.6
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.7
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.7
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.8
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.7
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
