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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.
ZBTB18 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
16.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
44.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
40.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
36.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
36.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
35.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
35.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
34.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
32.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
31.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
31.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
27.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 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.
ZBTB18 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
22.9
Number of samples
486
Samples
Sample
Description
TPM
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
74.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
54.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
53.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
51.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
51.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
50.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
49.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
48.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
48.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
47.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
46.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
45.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
44.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
43.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
42.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
42.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
41.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
41.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
41.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
40.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
39.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
38.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
38.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
38.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
37.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
37.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
37.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
37.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
37.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
36.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
35.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
34.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
34.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
33.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
33.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
26.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
ZBTB18 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
16.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
51.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
36.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
28.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
27.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZBTB18 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.4
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
50.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
49.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
47.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
42.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
41.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
40.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
37.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
3.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
