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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.
MIOS is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
45.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
27.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MIOS is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.0
Number of samples
486
Samples
Sample
Description
TPM
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
49.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
46.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
45.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
43.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
38.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
38.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
38.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
38.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
35.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
34.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
34.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
33.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
32.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
32.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
32.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
31.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
30.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
MIOS is potential prognostic, high expression is favorable 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
13.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MIOS is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.7
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
56.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
52.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
44.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
40.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
38.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
37.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
34.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
32.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
32.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
28.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
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Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
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Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
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Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
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Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
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Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
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Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
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Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
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Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
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Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.8
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.8
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
