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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.
TIPARP 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
10.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
47.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
41.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
40.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
39.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
30.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
TIPARP 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
29.2
Number of samples
486
Samples
Sample
Description
TPM
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
130.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
79.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
79.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
76.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
68.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
68.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
68.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
65.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
65.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
62.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
59.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
54.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
54.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
53.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
52.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
51.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
51.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
51.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
51.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
51.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
50.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
49.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
48.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
48.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
48.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
47.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
47.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
46.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
46.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
46.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
46.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
46.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
46.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
46.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
45.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
45.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
45.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
44.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
44.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
44.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
44.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
44.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
43.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
43.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
43.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
42.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
42.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
42.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
42.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
42.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
42.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
41.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
41.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
41.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
41.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
41.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
41.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
41.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
41.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
41.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
40.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
40.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
40.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
40.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
39.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
39.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
39.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
39.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
39.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
39.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
38.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
38.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
38.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
38.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
38.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
38.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
37.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
37.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
37.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
37.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
36.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
36.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
36.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
36.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
35.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
35.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
35.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
35.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
35.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
35.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
35.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
34.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
33.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
32.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
31.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
30.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
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.
TIPARP is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.8
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.
TIPARP 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
26.1
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
73.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
59.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
53.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
51.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
51.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
50.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
49.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
49.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
49.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
46.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
44.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
43.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
43.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
41.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
40.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
39.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
39.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
38.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
37.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
37.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
36.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
35.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
34.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
34.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
33.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
32.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
28.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
26.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.7
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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.
The Human Protein Atlas project is funded
