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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.
MUL1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
28.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
MUL1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.4
Number of samples
486
Samples
Sample
Description
TPM
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
MUL1 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
15.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MUL1 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
11.0
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.9
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_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
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
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
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
41a04113-2061-4923-bca5-da586c_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
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_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
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
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
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
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
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
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
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
