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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.
MAEA is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
39.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
99.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
75.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
68.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
64.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
62.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
62.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
60.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
60.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
60.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
60.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
58.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
57.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
57.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
57.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
56.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
55.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
55.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
55.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
55.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
53.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
53.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
52.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
52.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
52.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
52.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
51.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
51.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
51.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
51.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
50.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
50.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
50.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
50.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
49.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
49.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
49.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
49.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
49.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
48.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
48.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
48.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
48.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
48.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
47.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
47.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
47.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
47.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
47.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
46.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
46.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
46.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
46.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
46.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
46.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
46.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
46.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
46.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
46.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
46.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
46.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
45.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
45.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
45.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
45.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
45.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
45.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
45.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
45.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
45.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
45.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
45.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
45.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
44.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
44.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
44.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
44.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
44.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
44.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
44.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
44.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
43.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
43.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
43.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
43.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
43.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
43.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
43.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
43.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
43.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
43.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
43.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
42.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
42.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
42.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
42.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
42.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
42.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
42.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
42.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
42.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
42.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
42.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
42.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
42.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
42.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
41.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
41.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
41.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
41.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
41.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
41.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
41.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
41.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
40.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
40.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
40.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
40.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
40.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
40.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
40.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
40.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
40.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
40.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
40.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
40.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
40.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
39.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
39.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
39.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
39.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
39.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
39.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
39.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
39.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
39.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
39.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
39.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
39.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
39.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
38.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
38.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
38.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
38.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
38.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
37.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
37.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
37.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
37.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
37.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
37.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
37.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
36.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
36.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
36.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
36.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
36.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
36.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
36.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
35.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
35.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
35.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
35.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
35.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
35.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
35.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
35.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
35.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
34.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
34.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
34.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
33.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
33.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
33.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
33.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
32.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
32.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
32.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
32.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
32.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
32.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
32.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
31.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
31.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
31.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
31.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
31.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
30.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
30.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
30.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
30.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
30.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
30.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
30.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
29.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
29.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
28.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
28.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
27.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
27.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
26.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
25.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 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.
MAEA 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
34.1
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
74.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
64.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
58.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
58.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
57.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
55.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
55.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
54.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
53.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
53.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
52.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
52.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
52.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
52.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
52.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
52.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
52.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
52.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
51.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
51.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
50.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
50.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
50.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
50.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
50.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
50.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
50.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
50.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
49.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
49.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
49.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
49.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
48.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
48.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
48.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
48.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
48.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
48.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
47.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
47.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
47.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
46.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
46.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
46.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
46.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
46.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
46.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
45.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
45.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
45.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
45.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
45.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
45.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
44.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
44.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
44.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
44.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
44.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
44.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
44.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
43.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
43.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
43.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
43.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
43.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
43.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
43.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
43.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
43.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
42.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
42.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
42.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
42.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
42.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
42.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
42.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
42.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
42.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
42.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
42.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
42.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
42.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
42.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
42.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
41.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
41.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
41.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
41.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
41.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
41.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
40.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
40.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
40.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
40.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
40.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
40.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
39.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
39.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
39.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
39.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
39.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
39.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
39.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
39.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
39.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
39.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
39.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
38.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
38.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
38.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
38.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
38.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
38.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
38.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
38.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
38.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
38.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
38.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
37.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
37.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
37.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
37.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
37.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
37.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
37.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
37.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
37.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
37.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
36.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
36.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
36.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
36.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
36.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
36.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
36.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
36.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
36.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
35.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
35.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
35.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
34.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
34.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
34.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
34.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
34.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
34.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
33.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
33.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
33.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
33.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
32.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
32.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
32.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
32.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
30.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
29.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
MAEA is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
35.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
83.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
74.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
60.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
56.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
54.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
53.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
52.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
50.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
50.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
50.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
49.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
47.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
46.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
46.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
46.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
45.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
45.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
44.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
43.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
43.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
43.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
43.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
42.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
42.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
42.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
41.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
41.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
40.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
40.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
39.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
38.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
38.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
38.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
38.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
38.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
37.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
37.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
35.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
34.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
34.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
34.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
34.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
34.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
34.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
33.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
33.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
32.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
32.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
32.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
30.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
30.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
30.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
30.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
29.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
27.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
27.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
24.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
22.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
MAEA 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
30.6
Number of samples
207
Samples
Sample
Description
TPM
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
57.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
49.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
47.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
46.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
46.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
45.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
44.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
44.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
44.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
43.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
42.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
42.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
42.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
42.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
42.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
41.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
41.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
41.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
41.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
40.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
40.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
40.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
39.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
39.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
39.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
39.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
39.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
39.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
38.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
38.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
38.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
38.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
38.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
37.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
37.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
37.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
36.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
35.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
35.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
35.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
35.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
34.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
34.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
34.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
33.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
33.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
33.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
32.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
1.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
1.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.8
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.7
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.8
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.9
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-1.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-1.0
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
