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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.
TRAF4 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
40.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
119.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
101.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
86.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
76.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
74.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
73.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
73.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
72.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
68.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
68.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
66.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
66.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
65.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
65.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
64.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
63.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
63.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
63.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
63.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
62.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
61.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
61.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
61.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
60.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
60.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
60.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
59.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
59.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
59.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
57.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
57.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
57.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
56.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
55.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
55.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
54.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
54.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
54.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
54.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
54.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
54.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
53.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
53.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
52.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
52.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
52.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
52.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
51.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
51.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
51.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
50.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
50.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
50.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
49.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
49.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
49.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
48.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
48.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
48.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
48.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
48.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
48.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
48.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
47.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
47.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
47.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
47.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
47.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
46.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
46.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
45.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
45.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
45.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
45.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
45.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
45.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
44.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
44.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
44.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
44.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
44.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
44.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
44.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
44.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
44.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
43.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
43.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
43.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
43.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
43.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
43.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
43.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
42.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
42.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
42.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
42.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
41.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
41.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
41.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
41.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
41.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
41.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
41.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
41.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
41.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
41.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
41.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
40.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
40.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
40.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
40.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
40.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
40.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
40.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
39.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
39.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
39.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
39.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
39.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
39.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
39.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
39.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
38.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
38.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
38.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
38.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
38.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
38.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
37.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
37.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
37.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
37.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
37.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
37.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
37.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
37.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
37.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
37.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
37.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
37.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
36.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
36.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
36.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
36.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
36.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
36.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
36.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
36.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
35.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
35.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
35.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
35.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
35.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
35.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
34.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
34.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
34.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
34.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
34.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
33.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
33.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
33.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
33.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
33.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
33.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
33.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
32.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
32.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
32.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
32.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
31.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
31.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
31.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
31.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
31.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
30.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
30.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
30.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
30.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
29.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
28.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
27.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
27.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
26.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
26.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
25.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
25.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
22.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 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.
TRAF4 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
37.8
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
103.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
88.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
80.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
76.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
72.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
71.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
71.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
70.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
69.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
69.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
67.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
67.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
67.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
64.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
63.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
62.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
60.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
60.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
60.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
60.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
59.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
59.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
59.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
57.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
57.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
56.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
55.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
55.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
55.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
55.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
55.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
54.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
54.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
54.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
54.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
54.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
54.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
53.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
53.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
53.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
53.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
53.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
52.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
52.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
51.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
51.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
51.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
51.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
51.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
51.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
51.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
50.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
50.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
50.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
50.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
50.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
50.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
50.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
50.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
49.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
49.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
49.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
49.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
49.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
49.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
48.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
48.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
48.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
48.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
48.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
48.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
48.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
48.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
47.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
47.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
47.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
47.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
47.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
47.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
47.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
47.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
47.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
47.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
46.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
46.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
46.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
46.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
46.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
46.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
46.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
46.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
45.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
45.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
45.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
45.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
45.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
45.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
45.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
45.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
45.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
45.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
45.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
45.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
45.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
45.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
45.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
45.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
45.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
45.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
44.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
44.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
44.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
44.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
44.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
44.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
44.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
44.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
44.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
44.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
44.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
43.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
43.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
43.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
43.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
43.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
43.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
43.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
43.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
43.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
43.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
43.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
42.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
42.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
42.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
42.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
42.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
42.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
42.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
42.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
42.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
42.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
42.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
41.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
41.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
41.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
41.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
41.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
41.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
41.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
41.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
41.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
41.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
41.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
41.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
40.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
40.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
40.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
40.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
40.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
40.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
40.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
40.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
40.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
40.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
40.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
40.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
40.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
40.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
39.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
39.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
39.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
39.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
39.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
39.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
39.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
39.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
39.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
39.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
39.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
39.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
38.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
38.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
38.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
38.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
38.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
38.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
37.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
37.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
37.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
37.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
37.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
37.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
37.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
37.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
36.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
36.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
36.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
36.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
36.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
36.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
36.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
36.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
36.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
36.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
36.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
36.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
36.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
35.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
35.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
35.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
35.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
35.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
35.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
35.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
35.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
35.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
35.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
35.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
35.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
34.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
34.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
34.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
34.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
34.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
34.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
34.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
34.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
34.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
33.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
33.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
32.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
32.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
32.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
31.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
31.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
30.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
30.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
29.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
25.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAF4 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
35.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
89.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
69.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
57.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
54.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
53.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
53.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
51.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
50.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
50.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
50.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
49.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
48.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
46.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
46.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
43.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
42.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
42.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
42.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
42.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
42.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
42.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
42.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
41.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
40.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
40.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
39.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
39.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
38.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
38.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
38.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
38.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
37.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
36.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
36.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
36.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
36.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
35.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
35.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
35.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
35.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
35.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
34.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
34.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
33.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
33.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
32.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
32.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
32.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
30.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
30.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
28.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
28.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
27.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
21.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
21.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 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.
TRAF4 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
34.8
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
113.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
70.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
68.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
65.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
61.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
59.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
56.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
55.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
55.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
54.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
54.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
53.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
53.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
53.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
52.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
51.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
50.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
49.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
49.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
48.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
48.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
48.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
48.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
48.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
48.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
47.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
47.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
46.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
46.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
46.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
46.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
46.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
45.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
45.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
45.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
44.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
44.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
44.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
44.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
44.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
44.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
43.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
43.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
42.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
42.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
42.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
41.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
41.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
41.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
41.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
41.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
41.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
41.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
40.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
40.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
40.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
40.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
39.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
39.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
39.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
38.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
38.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
37.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
37.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
37.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
37.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
37.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
36.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
35.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
35.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
35.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
34.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
34.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
34.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
33.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
33.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
33.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
33.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
32.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
32.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
32.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
32.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
32.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
32.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
31.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
30.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
29.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
29.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
23.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
