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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.
ERAL1 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
40.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
144.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
92.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
85.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
79.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
71.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
71.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
68.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
67.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
66.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
65.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
65.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
64.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
61.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
60.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
60.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
59.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
59.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
58.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
58.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
57.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
57.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
56.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
56.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
56.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
55.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
54.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
54.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
53.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
52.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
52.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
52.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
52.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
52.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
51.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
51.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
51.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
50.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
50.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
50.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
50.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
50.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
50.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
48.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
48.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
48.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
48.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
47.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
47.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
47.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
46.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
46.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
46.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
46.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
46.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
46.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
46.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
45.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
45.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
45.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
45.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
45.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
45.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
45.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
45.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
45.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
45.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
45.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
45.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
44.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
44.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
44.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
44.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
44.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
44.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
44.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
44.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
43.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
43.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
43.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
43.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
43.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
43.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
43.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
43.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
43.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
42.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
42.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
42.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
42.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
42.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
42.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
42.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
42.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
42.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
42.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
42.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
42.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
42.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
42.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
42.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
42.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
41.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
41.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
41.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
41.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
41.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
41.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
41.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
41.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
41.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
40.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
40.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
40.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
40.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
40.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
40.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
40.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
40.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
39.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
39.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
39.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
39.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
38.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
38.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
38.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
38.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
38.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
38.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
38.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
38.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
38.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
38.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
37.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
37.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
37.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
37.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
37.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
37.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
37.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
37.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
37.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
37.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
37.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
37.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
36.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
36.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
36.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
36.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
36.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
36.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
36.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
36.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
36.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
36.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
36.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
36.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
36.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
36.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
36.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
36.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
35.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
35.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
35.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
35.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
35.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
35.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
35.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
34.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
34.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
34.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
34.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
34.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
33.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
33.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
33.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
33.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
33.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
33.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
33.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
33.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
32.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
32.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
32.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
32.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
32.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
31.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
31.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
31.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
31.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
31.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
30.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
30.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
30.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
29.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
29.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
29.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
29.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
28.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
28.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
26.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ERAL1 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
25.9
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
92.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
58.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
52.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
50.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
47.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
47.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
47.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
46.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
46.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
45.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
43.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
43.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
43.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
42.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
42.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
42.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
41.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
38.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
38.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
38.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
38.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
37.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
35.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
34.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
33.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ERAL1 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
37.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
103.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
65.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
63.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
62.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
56.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
55.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
53.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
53.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
52.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
51.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
50.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
49.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
48.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
46.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
46.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
45.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
45.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
45.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
44.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
44.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
44.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
44.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
44.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
43.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
43.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
42.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
41.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
40.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
40.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
40.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
40.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
39.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
39.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
39.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
39.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
38.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
38.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
38.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
37.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
37.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
36.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
36.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
35.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
35.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
34.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
34.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
34.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
33.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
33.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
33.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
33.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
32.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
31.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
31.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
30.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
30.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
30.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
29.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
27.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
ERAL1 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
22.7
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
85.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
51.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
49.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
41.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
40.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
40.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
40.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
40.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
38.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
36.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
35.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
33.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
1.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
1.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
1.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
1.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
1.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.9
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.9
43192517-085e-450e-9481-0a6713_D3
Tumor
0.9
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.7
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.9
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-1.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
