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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.
ZBTB33 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
8.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
ZBTB33 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
18.2
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
57.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
41.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
39.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
37.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
35.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
34.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
31.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.2
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.
ZBTB33 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
10.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
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.
ZBTB33 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
18.2
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
51.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
49.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
41.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
39.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
37.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
