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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.
FEZ2 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
17.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
57.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
41.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
34.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
30.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
28.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 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.
FEZ2 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
16.9
Number of samples
486
Samples
Sample
Description
TPM
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
54.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
44.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
29.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
7.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
4.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
3.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
FEZ2 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
19.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
55.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
FEZ2 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
17.7
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
47.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
39.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
34.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.8
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.9
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.9
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
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
