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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.
TRBC1 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
11.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
112.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
100.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
81.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
67.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
42.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
42.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
41.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
38.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
37.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
36.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
35.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
33.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
32.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
32.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
30.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
27.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
25.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
2.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 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.
TRBC1 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
18.4
Number of samples
486
Samples
Sample
Description
TPM
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
114.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
72.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
71.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
69.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
67.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
66.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
64.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
63.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
62.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
59.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
57.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
55.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
54.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
54.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
53.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
52.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
51.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
51.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
51.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
49.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
49.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
48.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
47.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
45.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
45.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
44.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
43.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
43.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
43.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
41.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
41.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
39.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
38.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
38.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
36.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
36.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
35.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
34.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
7.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
5.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
5.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
5.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
5.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
5.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
5.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
5.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
5.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
4.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
4.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
4.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
4.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
3.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
3.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
3.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
3.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
3.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
3.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
3.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
2.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
2.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
2.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
2.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
2.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
2.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
2.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
1.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
1.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
1.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
1.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
0.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 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.
TRBC1 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
11.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
44.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
42.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
39.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
36.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 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.
TRBC1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.1
Number of samples
207
Samples
Sample
Description
TPM
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
88.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
58.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
51.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
39.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
38.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
38.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
38.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
6.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
4.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
4.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
4.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
4.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
4.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
3.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
2.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
0.0
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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
