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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.
THAP12 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
23.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
82.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
78.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
57.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
48.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
45.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
43.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
42.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
40.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
38.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
38.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
36.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
36.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
36.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
35.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
35.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
35.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
34.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
33.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
33.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
33.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
32.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
32.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
32.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
31.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
31.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
31.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
30.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
29.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
29.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
29.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
28.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
28.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
27.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
26.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
26.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
25.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
25.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
25.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
24.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
24.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
THAP12 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.5
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
98.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
88.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
86.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
79.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
72.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
66.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
64.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
51.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
50.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
50.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
50.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
49.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
48.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
48.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
48.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
48.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
47.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
46.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
46.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
45.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
45.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
45.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
44.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
44.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
44.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
44.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
44.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
44.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
43.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
43.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
43.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
43.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
43.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
42.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
42.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
42.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
42.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
41.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
41.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
40.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
40.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
40.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
40.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
39.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
39.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
39.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
39.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
39.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
39.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
38.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
38.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
37.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
37.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
37.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
36.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
36.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
36.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
35.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
35.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
35.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
35.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
34.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
34.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
33.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
32.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
32.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
31.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
THAP12 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
60.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
44.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
44.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
43.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
41.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
41.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
38.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
38.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
36.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
35.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
34.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
33.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
32.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
32.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
32.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
31.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
31.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
31.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
30.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
28.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
THAP12 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.0
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
61.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
56.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
46.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
44.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
44.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
43.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
40.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
39.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
37.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
37.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
37.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
36.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
36.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
35.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
35.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
35.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
35.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
34.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
33.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
32.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
32.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
32.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
31.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.9
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.9
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-1.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-1.8
b2400046-1d25-429d-a821-6040a6
Tumor
-2.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-3.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-3.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-6.7
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
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
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
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
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
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
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_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
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
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
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_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
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
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
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
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
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
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
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
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_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
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
