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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.
MBIP 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
15.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
104.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
70.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
70.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
70.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
62.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
55.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
55.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
46.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
44.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
41.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
35.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
34.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
33.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
31.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 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.
MBIP 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
16.9
Number of samples
486
Samples
Sample
Description
TPM
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
58.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
56.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
51.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
47.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
47.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
44.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
43.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
43.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
42.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
40.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
40.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
40.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
40.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
39.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
37.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
35.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
33.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MBIP is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
64.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
36.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
31.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
29.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
28.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
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.
MBIP 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
17.9
Number of samples
207
Samples
Sample
Description
TPM
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
95.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
62.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
55.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
49.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
46.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
44.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
42.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
42.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
41.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
34.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
