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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.
HMCES 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
39.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
105.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
83.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
78.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
68.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
65.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
65.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
60.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
60.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
59.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
59.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
58.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
58.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
57.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
57.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
56.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
56.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
55.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
55.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
55.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
55.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
54.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
54.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
53.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
52.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
52.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
52.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
52.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
52.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
52.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
52.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
51.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
51.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
51.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
51.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
50.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
50.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
50.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
50.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
50.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
50.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
49.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
49.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
49.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
49.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
49.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
49.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
48.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
48.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
48.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
48.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
48.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
48.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
47.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
47.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
47.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
47.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
47.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
46.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
46.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
46.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
46.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
46.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
45.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
45.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
45.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
45.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
45.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
45.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
45.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
45.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
44.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
44.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
44.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
44.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
44.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
44.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
44.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
44.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
43.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
43.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
43.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
43.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
43.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
43.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
43.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
43.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
43.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
43.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
42.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
42.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
42.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
42.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
42.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
42.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
41.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
41.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
41.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
41.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
41.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
41.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
41.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
40.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
40.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
40.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
40.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
40.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
40.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
40.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
40.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
39.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
39.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
39.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
39.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
39.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
39.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
39.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
39.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
39.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
39.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
38.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
38.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
38.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
38.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
38.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
38.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
38.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
38.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
38.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
37.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
37.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
37.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
37.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
37.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
37.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
37.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
37.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
37.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
37.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
37.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
37.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
37.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
37.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
36.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
36.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
36.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
36.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
36.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
35.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
35.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
35.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
35.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
35.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
35.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
35.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
35.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
35.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
34.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
34.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
34.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
34.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
34.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
34.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
34.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
33.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
33.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
33.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
33.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
33.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
33.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
33.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
32.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
32.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
32.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
32.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
32.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
32.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
32.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
31.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
31.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
31.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
31.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
31.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
31.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
31.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
30.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
30.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
30.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
30.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
30.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
30.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
29.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
29.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
29.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
28.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
28.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
27.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
26.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
26.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
25.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HMCES 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
29.8
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
105.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
66.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
65.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
60.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
53.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
52.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
52.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
50.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
50.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
49.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
49.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
49.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
47.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
46.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
46.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
46.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
45.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
45.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
45.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
43.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
43.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
43.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
43.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
42.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
41.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
41.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
41.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
40.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
40.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
40.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
40.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
40.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
40.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
40.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
40.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
39.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
39.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
39.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
39.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
38.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
38.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
38.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
38.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
38.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
37.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
37.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
37.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
37.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
37.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
37.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
37.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
37.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
37.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
36.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
36.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
35.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
35.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
35.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
34.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
34.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
33.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
33.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
33.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
32.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HMCES 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
40.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
75.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
69.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
64.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
63.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
62.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
62.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
61.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
59.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
59.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
56.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
56.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
56.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
56.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
55.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
55.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
55.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
54.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
53.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
52.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
52.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
51.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
50.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
48.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
46.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
46.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
45.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
44.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
43.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
42.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
41.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
41.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
41.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
41.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
40.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
40.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
40.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
39.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
39.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
39.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
39.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
39.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
38.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
38.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
38.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
38.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
38.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
38.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
37.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
37.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
37.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
37.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
37.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
36.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
36.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
36.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
36.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
35.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
34.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
33.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
32.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
31.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
30.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
30.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
30.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
28.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
28.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
26.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
25.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
23.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
21.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
HMCES 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
28.4
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
49.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
47.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
47.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
47.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
46.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
43.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
43.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
41.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
40.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
40.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
39.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
38.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
38.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
38.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
38.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
37.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
37.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
37.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
36.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
36.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
36.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
35.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
35.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
35.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
33.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
32.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
30.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
30.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
1.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.6
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.8
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
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
