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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.
ZBP1 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
5.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
1.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
1.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
1.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 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.
ZBP1 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
17.1
Number of samples
486
Samples
Sample
Description
TPM
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
56.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
52.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
49.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
48.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
46.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
43.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
39.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
37.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
35.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
33.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
33.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
7.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.6
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.
ZBP1 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
5.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
1.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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.
ZBP1 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.8
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
156.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
53.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
48.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
45.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
38.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
36.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
35.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
35.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
30.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.0
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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
