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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.
TOR4A 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
21.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
62.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
56.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
55.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
49.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
49.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
49.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
48.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
46.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
46.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
46.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
46.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
46.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
45.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
44.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
44.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
43.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
41.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
41.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
41.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
40.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
39.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
38.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
37.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
37.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
35.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
35.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
35.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
35.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
34.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
34.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
33.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
33.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
33.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
33.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
32.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
32.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
31.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
31.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
31.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
31.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
30.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
30.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
30.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
30.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
29.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
29.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
29.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
29.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
28.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
28.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
27.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
27.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
26.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
24.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
1.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
TOR4A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.9
Number of samples
486
Samples
Sample
Description
TPM
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
81.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
65.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
63.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
59.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
57.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
56.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
55.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
53.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
49.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
49.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
49.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
49.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
48.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
46.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
45.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
45.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
45.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
43.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
43.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
43.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
42.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
42.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
41.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
41.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
39.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
39.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
38.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
38.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
38.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
37.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
37.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
37.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
35.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
35.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
33.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
5.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
5.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
5.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
5.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
4.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
4.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
3.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
3.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
3.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
3.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
3.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
3.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
3.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
2.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
2.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
TOR4A 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
18.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
50.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
50.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
42.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
41.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
38.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
36.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
34.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
33.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
28.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
TOR4A 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
20.1
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
56.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
49.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
43.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
37.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
37.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
35.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
35.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
32.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
4.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
4.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
3.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
3.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
2.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
2.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
2.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.9
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.7
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_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
