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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.
ENOPH1 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
35.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
78.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
74.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
71.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
65.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
63.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
62.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
59.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
57.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
56.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
56.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
56.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
55.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
55.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
54.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
53.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
53.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
53.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
52.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
52.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
51.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
50.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
50.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
50.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
50.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
49.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
49.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
48.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
48.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
48.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
48.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
47.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
47.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
47.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
47.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
46.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
46.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
46.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
45.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
45.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
45.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
44.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
44.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
44.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
44.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
44.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
44.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
44.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
43.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
43.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
43.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
43.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
43.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
43.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
43.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
42.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
42.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
42.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
41.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
41.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
41.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
41.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
41.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
41.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
41.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
41.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
41.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
41.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
40.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
40.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
40.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
40.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
40.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
40.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
40.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
40.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
39.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
39.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
39.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
39.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
39.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
38.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
38.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
38.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
38.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
38.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
38.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
37.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
37.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
37.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
37.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
37.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
37.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
37.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
37.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
37.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
37.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
36.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
36.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
36.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
36.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
36.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
36.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
36.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
35.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
35.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
35.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
35.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
35.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
35.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
35.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
35.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
35.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
35.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
35.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
34.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
34.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
34.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
34.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
34.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
34.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
34.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
34.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
34.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
33.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
33.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
33.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
33.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
33.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
33.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
32.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
32.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
32.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
31.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
31.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
31.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
31.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
31.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
30.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
30.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
30.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
30.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
30.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
30.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
29.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
29.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
29.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
29.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
29.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
29.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
28.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
27.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
27.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
26.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
25.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
23.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
ENOPH1 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
22.8
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
48.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
37.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
37.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
37.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
36.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
ENOPH1 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
35.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
63.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
61.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
59.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
55.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
54.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
53.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
51.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
50.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
49.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
48.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
47.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
46.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
46.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
46.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
45.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
45.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
45.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
44.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
44.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
43.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
43.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
42.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
42.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
41.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
40.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
40.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
40.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
40.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
38.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
38.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
38.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
38.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
38.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
37.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
37.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
36.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
35.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
35.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
35.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
35.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
35.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
34.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
34.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
33.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
33.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
33.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
33.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
32.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
32.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
32.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
31.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
30.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
30.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
29.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
29.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
28.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
22.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ENOPH1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.1
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
42.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
35.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
29.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.7
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-0.9
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.