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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.
B3GNT5 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
14.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
45.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
40.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
37.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
35.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
32.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
31.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
B3GNT5 is potential prognostic, high expression is favorable in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.3
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
86.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
78.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
60.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
58.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
57.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
56.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
55.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
55.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
55.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
51.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
51.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
51.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
49.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
49.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
49.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
47.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
47.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
47.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
47.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
47.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
47.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
47.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
46.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
46.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
46.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
46.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
45.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
45.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
45.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
45.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
45.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
45.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
44.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
44.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
44.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
43.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
43.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
43.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
42.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
42.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
42.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
42.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
42.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
42.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
42.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
41.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
41.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
41.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
40.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
40.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
40.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
39.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
39.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
39.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
38.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
38.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
38.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
37.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
37.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
37.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
37.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
36.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
36.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
36.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
36.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
36.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
36.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
36.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
35.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
35.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
35.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
34.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
34.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
34.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
34.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
34.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
34.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
33.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
33.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
32.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
32.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
B3GNT5 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
14.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.2
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.
B3GNT5 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
25.2
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
59.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
50.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
48.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
47.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
45.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
42.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
41.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
39.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
39.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
39.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
37.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
37.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
35.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
33.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
33.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
31.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
30.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.0
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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
