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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.
ACADM is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
82.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
70.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
54.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
48.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
47.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
47.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
46.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
45.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
44.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
43.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
42.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
42.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
37.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
37.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
37.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
37.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
36.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
36.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
36.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
35.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
34.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
34.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
34.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
33.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
33.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
32.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
31.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
30.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
30.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
29.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
28.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
28.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
28.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
22.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
21.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
1.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 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.
ACADM 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
18.7
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
108.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
51.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
48.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
48.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
47.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
43.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
42.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
41.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
41.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
40.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
40.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
38.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
38.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
35.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
34.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
33.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
32.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
32.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
32.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
5.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
4.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
ACADM 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
20.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
66.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
53.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
38.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
36.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
36.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
34.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
29.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
28.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
ACADM 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
15.9
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
41.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
38.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
32.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
5.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
4.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
4.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
3.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
2.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.9
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.9
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.9
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
963fc8db-f412-4427-a198-23f660_D2
Normal
0.7
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.6
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.7
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.8
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-1.3
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
