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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.
THAP5 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
7.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
THAP5 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
16.8
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
46.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
33.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
THAP5 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
8.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.5
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.
THAP5 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.1
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
