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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.
CAD 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
37.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
104.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
86.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
76.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
74.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
72.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
70.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
70.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
66.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
66.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
63.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
63.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
63.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
62.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
62.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
61.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
61.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
60.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
59.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
59.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
57.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
57.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
57.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
57.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
56.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
56.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
55.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
55.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
55.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
54.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
54.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
54.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
52.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
52.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
51.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
50.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
50.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
50.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
49.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
49.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
49.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
48.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
48.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
48.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
48.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
47.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
47.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
47.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
47.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
46.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
46.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
46.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
46.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
46.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
46.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
46.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
46.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
46.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
46.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
46.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
46.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
46.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
45.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
45.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
45.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
45.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
45.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
45.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
44.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
44.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
44.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
43.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
43.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
43.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
43.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
43.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
43.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
42.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
42.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
42.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
42.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
41.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
41.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
41.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
41.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
41.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
41.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
40.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
40.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
40.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
40.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
40.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
39.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
39.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
39.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
39.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
39.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
39.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
38.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
38.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
38.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
38.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
38.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
38.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
38.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
38.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
37.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
37.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
37.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
37.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
37.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
37.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
37.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
36.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
36.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
36.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
36.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
35.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
35.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
35.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
35.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
34.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
34.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
34.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
34.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
33.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
33.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
33.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
33.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
33.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
32.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
32.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
32.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
31.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
31.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
31.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
31.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
31.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
31.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
30.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
30.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
30.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
30.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
30.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
30.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
29.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
29.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
29.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
28.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
26.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
26.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
26.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
25.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
22.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CAD is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.4
Number of samples
486
Samples
Sample
Description
TPM
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
78.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
74.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
67.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
57.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
52.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
52.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
51.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
51.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
50.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
49.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
48.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
47.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
47.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
47.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
46.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
46.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
46.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
46.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
45.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
44.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
44.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
44.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
44.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
43.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
43.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
43.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
43.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
43.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
42.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
42.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
42.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
42.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
42.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
42.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
42.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
41.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
41.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
41.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
41.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
41.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
41.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
40.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
40.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
40.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
40.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
40.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
40.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
40.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
39.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
39.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
39.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
39.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
39.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
39.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
39.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
38.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
38.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
38.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
38.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
38.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
37.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
37.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
37.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
37.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
37.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
36.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
36.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
36.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
35.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
35.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
35.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
35.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
35.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
34.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
34.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
34.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
33.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
33.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
32.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
32.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
CAD 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
34.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
75.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
69.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
61.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
56.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
52.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
51.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
51.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
51.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
50.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
50.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
50.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
49.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
47.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
47.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
47.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
46.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
46.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
46.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
45.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
45.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
43.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
42.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
41.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
41.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
40.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
39.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
39.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
39.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
38.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
38.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
38.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
37.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
35.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
35.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
35.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
34.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
34.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
33.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
32.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
29.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
28.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
27.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
23.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CAD is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.1
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
63.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
59.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
58.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
53.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
53.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
50.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
48.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
46.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
45.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
42.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
41.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
40.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
40.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
39.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
38.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
38.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
38.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
38.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
38.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
36.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
36.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
36.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
35.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
35.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
35.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
34.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
33.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
33.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
33.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
31.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
31.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
31.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.6
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
