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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.
DMAC1 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
21.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
72.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
48.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
46.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
45.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
43.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
42.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
41.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
41.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
36.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
36.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
36.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
35.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
35.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
35.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
34.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
34.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
34.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
34.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
33.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
32.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
31.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
31.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
30.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
30.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
28.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
27.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
27.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
27.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
26.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
23.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
21.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 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.
DMAC1 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
15.7
Number of samples
486
Samples
Sample
Description
TPM
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
46.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
43.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
42.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
38.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
7.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
5.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
DMAC1 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
21.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
53.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
52.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
48.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
47.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
41.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
40.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
40.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
38.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
37.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
35.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
32.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
28.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
28.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
27.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
DMAC1 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
15.2
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
