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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.
CEBPZOS is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
74.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
66.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
55.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
54.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
49.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
48.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
46.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
46.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
45.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
45.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
45.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
43.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
43.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
42.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
41.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
41.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
41.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
40.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
40.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
40.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
39.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
39.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
39.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
38.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
38.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
38.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
37.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
37.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
36.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
36.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
36.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
35.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
35.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
35.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
35.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
34.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
34.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
34.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
34.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
34.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
34.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
34.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
34.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
33.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
33.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
33.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
33.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
33.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
33.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
33.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
32.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
32.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
32.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
32.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
32.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
32.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
32.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
31.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
31.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
31.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
31.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
31.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
31.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
31.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
31.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
31.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
30.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
30.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
30.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
30.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
29.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
29.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
29.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
29.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
29.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
28.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
28.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
28.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
28.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
28.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
28.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
27.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
27.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
26.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
26.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
26.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
25.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
24.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 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.
CEBPZOS 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
27.5
Number of samples
486
Samples
Sample
Description
TPM
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
67.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
49.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
44.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
44.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
43.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
43.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
42.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
42.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
41.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
40.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
40.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
40.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
40.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
39.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
38.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
38.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
38.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
38.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
36.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
36.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
36.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
36.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
35.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
34.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
33.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
33.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
33.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
33.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
29.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
CEBPZOS 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
29.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
57.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
51.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
48.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
46.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
44.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
44.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
43.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
42.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
42.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
41.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
40.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
40.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
38.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
37.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
36.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
36.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
36.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
35.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
35.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
35.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
34.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
32.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
32.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
32.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
32.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
30.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
29.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
26.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
25.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
25.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
24.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
23.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
21.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 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.
CEBPZOS 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
27.8
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
66.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
45.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
45.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
42.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
40.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
40.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
39.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
38.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
38.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
38.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
36.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
35.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
35.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
35.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
34.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
34.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
34.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
34.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
33.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
32.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
32.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
31.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
30.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
29.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.4
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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
