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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.
MAU2 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
12.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
MAU2 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
13.4
Number of samples
486
Samples
Sample
Description
TPM
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
MAU2 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
12.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MAU2 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
13.5
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
