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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.
RELB 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
16.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
43.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
39.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
38.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
37.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
37.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
34.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
33.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
33.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
33.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
29.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
29.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
29.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
RELB 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
12.8
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
5.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
4.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RELB 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
14.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
40.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
34.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
24.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
11.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
RELB 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
11.1
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
4.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
3.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
3.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
1.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.0
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_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
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
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
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
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
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_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
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
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
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
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
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
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
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
