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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.
TNFRSF1B 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
16.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
50.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
49.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
46.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
44.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
42.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
40.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
38.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
37.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
36.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
36.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
35.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
33.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
33.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
33.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
29.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
28.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
24.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
TNFRSF1B 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
27.9
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
93.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
70.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
69.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
63.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
61.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
61.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
61.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
61.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
60.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
57.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
57.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
56.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
56.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
56.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
55.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
54.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
54.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
54.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
53.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
53.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
53.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
53.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
53.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
51.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
50.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
50.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
50.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
50.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
49.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
49.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
49.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
49.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
49.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
48.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
48.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
48.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
47.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
47.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
47.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
46.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
46.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
46.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
46.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
46.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
45.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
45.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
45.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
44.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
44.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
44.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
43.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
43.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
43.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
43.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
43.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
43.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
42.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
42.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
41.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
41.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
41.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
41.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
40.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
40.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
40.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
39.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
39.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
39.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
38.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
38.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
38.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
38.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
38.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
37.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
37.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
37.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
36.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
36.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
35.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
34.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
34.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
33.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
33.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
33.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
32.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
30.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
30.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TNFRSF1B 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
16.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
50.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
46.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
33.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
32.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
29.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.2
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.
TNFRSF1B is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.9
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
108.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
62.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
55.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
52.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
51.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
50.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
48.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
47.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
46.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
46.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
46.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
46.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
44.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
44.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
43.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
42.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
42.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
42.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
41.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
40.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
39.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
39.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
39.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
39.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
39.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
38.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
37.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
36.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
35.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
35.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
35.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
35.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
34.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
34.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
34.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
33.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
33.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
33.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
32.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
32.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
31.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
30.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
29.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
28.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
