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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.
MFN1 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
8.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
32.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
MFN1 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
20.8
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
47.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
38.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MFN1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
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.
MFN1 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
20.3
Number of samples
207
Samples
Sample
Description
TPM
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
36.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
32.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
32.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
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Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.3
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
