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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.
ETFDH is potential prognostic, high expression is favorable 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
10.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.1
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.
ETFDH is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.7
Number of samples
486
Samples
Sample
Description
TPM
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
39.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
7.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
4.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
2.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ETFDH 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-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
ETFDH 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
12.6
Number of samples
207
Samples
Sample
Description
TPM
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
4.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
1.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.9
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.9
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.9
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.9
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.9
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.8
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.7
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.8
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.9
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.0
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
