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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.
FBH1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
46.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
35.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
31.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
31.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
31.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
23.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
FBH1 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
29.7
Number of samples
486
Samples
Sample
Description
TPM
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
53.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
51.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
49.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
47.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
45.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
44.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
43.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
42.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
42.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
41.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
41.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
41.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
41.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
40.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
40.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
40.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
40.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
40.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
40.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
39.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
39.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
39.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
39.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
38.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
38.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
37.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
36.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
36.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
36.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
36.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
36.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
36.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
36.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
36.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
35.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
35.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
35.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
35.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
35.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
35.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
35.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
35.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
34.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
34.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
34.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
34.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
34.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
34.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
33.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
32.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
32.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
31.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
FBH1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
33.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
27.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
24.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBH1 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
28.8
Number of samples
207
Samples
Sample
Description
TPM
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
51.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
44.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
43.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
42.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
42.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
42.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
41.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
41.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
40.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
40.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
39.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
38.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
37.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
37.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
36.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
36.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
36.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
36.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
35.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
35.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
34.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
33.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
33.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
32.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
32.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
