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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.
TRAC 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
22.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
185.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
146.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
107.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
103.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
86.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
68.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
65.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
64.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
64.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
63.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
61.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
60.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
59.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
59.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
55.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
54.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
52.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
52.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
52.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
52.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
51.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
50.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
47.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
47.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
45.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
45.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
45.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
44.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
43.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
42.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
41.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
41.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
41.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
40.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
40.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
40.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
38.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
38.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
38.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
38.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
37.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
36.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
36.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
36.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
35.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
33.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
33.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
32.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
31.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
29.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
29.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
26.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
25.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
21.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
20.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 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.
TRAC 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
30.9
Number of samples
486
Samples
Sample
Description
TPM
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
192.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
129.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
117.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
109.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
103.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
100.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
91.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
90.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
90.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
89.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
85.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
83.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
80.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
79.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
76.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
75.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
75.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
74.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
73.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
72.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
71.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
70.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
69.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
69.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
68.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
68.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
67.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
67.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
67.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
66.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
65.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
64.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
64.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
63.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
62.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
61.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
59.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
59.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
58.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
57.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
57.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
56.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
56.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
56.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
56.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
55.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
55.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
55.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
55.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
54.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
54.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
54.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
54.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
53.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
53.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
52.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
52.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
52.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
52.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
51.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
51.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
51.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
51.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
50.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
50.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
50.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
50.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
49.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
48.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
48.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
48.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
48.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
47.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
47.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
47.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
47.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
47.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
46.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
46.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
45.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
45.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
45.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
45.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
45.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
45.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
44.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
44.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
44.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
44.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
44.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
43.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
43.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
42.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
42.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
42.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
41.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
41.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
41.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
41.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
41.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
40.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
40.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
40.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
40.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
39.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
39.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
39.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
39.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
39.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
39.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
39.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
39.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
38.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
38.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
38.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
38.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
38.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
37.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
37.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
37.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
37.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
37.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
37.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
36.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
36.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
35.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
35.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
35.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
35.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
35.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
34.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
34.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
32.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
32.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
32.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
31.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
5.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
5.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.2
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.
TRAC 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
20.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
77.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
68.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
63.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
59.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
56.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
56.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
49.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
49.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
47.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
45.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
45.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
41.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
37.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
31.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
31.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
25.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAC is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.8
Number of samples
207
Samples
Sample
Description
TPM
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
95.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
69.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
66.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
61.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
60.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
57.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
57.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
55.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
54.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
54.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
49.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
47.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
47.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
46.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
46.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
45.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
45.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
45.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
45.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
44.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
42.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
41.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
41.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
40.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
40.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
39.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
39.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
39.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
38.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
38.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
38.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
38.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
37.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
37.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
37.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
36.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
35.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
35.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
34.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
33.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
33.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
32.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
32.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
32.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
32.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
28.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
