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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.
ELMO3 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
31.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
75.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
72.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
60.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
57.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
57.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
56.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
56.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
56.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
56.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
55.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
54.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
54.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
53.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
51.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
51.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
51.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
51.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
50.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
49.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
48.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
48.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
48.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
47.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
46.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
45.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
45.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
45.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
44.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
44.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
43.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
43.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
43.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
42.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
42.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
42.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
42.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
41.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
41.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
41.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
41.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
40.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
40.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
40.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
40.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
40.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
40.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
39.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
39.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
39.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
39.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
39.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
39.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
39.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
39.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
38.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
38.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
37.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
37.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
37.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
37.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
37.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
37.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
37.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
37.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
37.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
36.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
36.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
36.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
35.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
35.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
35.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
35.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
35.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
35.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
35.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
35.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
35.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
34.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
34.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
34.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
34.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
34.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
34.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
34.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
34.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
33.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
33.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
33.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
33.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
33.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
33.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
33.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
33.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
32.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
32.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
32.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
32.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
32.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
32.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
32.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
31.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
31.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
31.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
30.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
30.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
29.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
29.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
29.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
28.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
28.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
28.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
27.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
27.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
27.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
26.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
23.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
22.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 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.
ELMO3 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
21.3
Number of samples
486
Samples
Sample
Description
TPM
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
41.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
40.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
39.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
39.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
39.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
37.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
33.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
33.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
33.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
31.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
4.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
ELMO3 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
27.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
68.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
49.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
47.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
45.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
43.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
40.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
39.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
37.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
36.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
36.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
36.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
35.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
35.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
35.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
34.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
34.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
33.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
33.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
32.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
31.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
30.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
30.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
30.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
30.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
28.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
27.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
25.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
25.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
21.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
ELMO3 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
19.4
Number of samples
207
Samples
Sample
Description
TPM
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
47.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
39.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
38.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
35.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
35.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
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Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
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Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
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Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.8
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.8
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
