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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.
TOR3A 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
36.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
73.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
69.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
66.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
60.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
60.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
58.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
56.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
55.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
55.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
55.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
54.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
54.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
53.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
53.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
52.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
51.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
51.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
51.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
51.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
51.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
51.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
51.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
50.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
49.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
49.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
49.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
49.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
49.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
49.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
49.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
48.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
48.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
48.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
48.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
47.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
47.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
47.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
46.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
46.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
46.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
45.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
45.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
45.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
45.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
44.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
44.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
44.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
44.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
43.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
43.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
43.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
43.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
43.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
43.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
43.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
43.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
43.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
42.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
42.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
42.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
42.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
42.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
42.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
42.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
42.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
41.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
41.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
41.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
40.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
40.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
40.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
40.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
40.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
40.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
40.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
39.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
39.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
39.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
39.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
39.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
39.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
39.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
38.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
38.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
38.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
38.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
38.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
38.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
38.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
38.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
37.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
37.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
37.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
37.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
37.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
36.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
36.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
36.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
36.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
36.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
36.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
36.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
36.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
36.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
36.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
36.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
36.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
35.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
35.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
35.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
35.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
35.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
35.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
35.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
35.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
35.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
35.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
34.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
34.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
34.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
34.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
34.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
34.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
34.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
34.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
34.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
33.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
33.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
33.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
33.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
33.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
33.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
33.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
33.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
33.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
33.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
32.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
32.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
32.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
32.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
32.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
32.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
31.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
31.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
31.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
31.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
31.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
31.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
30.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
30.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
30.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
30.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
30.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
30.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
29.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
29.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
28.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
28.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
28.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
27.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
27.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
27.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
26.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
26.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
25.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
25.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
24.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
24.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
22.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
22.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 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.
TOR3A 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
23.8
Number of samples
486
Samples
Sample
Description
TPM
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
44.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
42.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
40.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
39.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
36.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
33.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
30.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
TOR3A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
36.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
82.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
68.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
62.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
61.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
56.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
55.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
53.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
53.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
52.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
51.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
49.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
49.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
49.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
47.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
46.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
46.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
46.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
45.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
44.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
44.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
42.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
42.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
42.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
42.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
41.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
41.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
40.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
40.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
39.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
39.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
39.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
38.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
38.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
38.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
37.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
37.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
37.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
37.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
36.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
36.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
36.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
35.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
35.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
35.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
34.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
34.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
34.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
33.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
33.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
32.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
31.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
31.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
30.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
28.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
13.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
TOR3A 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
22.1
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
57.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
33.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
31.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
31.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
