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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.
TOPBP1 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
10.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
TOPBP1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.0
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
43.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
41.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
39.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
38.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
32.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
TOPBP1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
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.
TOPBP1 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
21.1
Number of samples
207
Samples
Sample
Description
TPM
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
37.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
37.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
35.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
33.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
