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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.
TDP1 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
10.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
TDP1 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
17.2
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
39.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
33.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TDP1 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TDP1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
2.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
1.8
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
1.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
1.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
1.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
1.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
1.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
1.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
1.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
1.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
1.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
1.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.9
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.9
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.7
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.7
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.8
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.8
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.9
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-1.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-1.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
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
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
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
82157a70-12f1-4913-b548-d98881_D2
Normal
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
98742d96-cc2f-43f0-9de2-bc7afe_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
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
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
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
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
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
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
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
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
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
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
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
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
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_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
