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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.
ZBTB25 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
3.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 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.
ZBTB25 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
12.7
Number of samples
486
Samples
Sample
Description
TPM
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
5.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZBTB25 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
3.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
1.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
ZBTB25 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
11.8
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
