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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.
BFAR 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
30.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
53.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
52.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
51.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
51.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
50.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
47.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
46.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
46.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
45.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
45.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
44.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
44.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
43.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
43.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
43.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
43.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
43.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
42.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
42.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
42.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
42.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
41.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
41.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
41.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
41.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
41.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
41.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
41.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
40.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
40.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
39.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
39.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
39.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
39.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
39.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
39.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
38.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
38.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
38.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
38.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
38.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
38.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
38.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
38.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
37.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
37.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
37.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
37.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
37.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
37.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
37.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
36.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
36.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
36.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
36.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
35.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
35.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
35.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
35.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
35.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
35.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
35.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
35.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
34.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
34.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
34.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
34.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
34.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
34.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
34.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
34.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
33.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
33.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
33.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
33.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
33.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
32.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
32.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
32.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
32.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
32.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
32.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
32.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
32.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
32.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
31.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
31.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
31.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
31.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
31.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
31.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
31.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
30.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
30.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
30.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
30.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
30.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
30.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
29.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
29.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
29.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
29.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
29.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
28.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
28.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
26.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
26.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
25.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
25.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
25.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
24.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
24.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
23.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 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.
BFAR 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
25.6
Number of samples
486
Samples
Sample
Description
TPM
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
50.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
44.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
41.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
40.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
39.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
38.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
37.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
37.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
37.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
36.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
36.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
34.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
34.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
31.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
28.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
BFAR is potential prognostic, high expression is favorable 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
31.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
74.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
53.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
52.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
50.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
50.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
48.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
45.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
43.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
43.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
42.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
39.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
39.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
39.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
38.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
38.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
38.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
37.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
37.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
35.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
35.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
35.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
35.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
35.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
34.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
34.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
34.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
34.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
34.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
34.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
33.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
33.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
33.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
32.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
32.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
31.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
31.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
31.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
30.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
30.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
28.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
28.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
28.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
27.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
27.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
26.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.7
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.
BFAR 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
24.3
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
55.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
40.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
39.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
35.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
34.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
33.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
33.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
