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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MSTO1 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
11.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 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.
MSTO1 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
10.4
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
7.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
7.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
7.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
6.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
6.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
6.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
5.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
5.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
5.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
5.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
5.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
5.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
5.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
4.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
4.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
4.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
4.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
4.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
4.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
4.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
4.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
4.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
4.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
3.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
3.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
3.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
3.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
3.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
2.6
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.
MSTO1 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
11.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 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.
MSTO1 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
9.2
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
7.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
6.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
6.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
5.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
5.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
5.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
5.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
5.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
5.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
5.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
5.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
4.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
4.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
4.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
3.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
3.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
1.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
1.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.8
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.7
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.8
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.9
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.9
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-1.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-1.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-1.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-1.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
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
