We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
MON1B is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
44.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.0
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-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
MON1B 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
24.0
Number of samples
486
Samples
Sample
Description
TPM
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
43.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
42.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
42.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
41.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
41.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
40.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
38.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
36.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
36.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
35.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
34.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
34.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MON1B is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
10.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
MON1B 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
23.5
Number of samples
207
Samples
Sample
Description
TPM
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
52.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
42.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
40.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
40.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
38.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
34.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.9
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
1.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.9
41a04113-2061-4923-bca5-da586c_D2
Normal
0.9
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.7
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
