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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.
ICAM2 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
17.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
68.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
63.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
57.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
54.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
51.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
50.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
46.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
45.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
41.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
39.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
38.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
38.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
38.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
38.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
38.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
35.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
33.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
33.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
33.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
33.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
32.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
31.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
31.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
27.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
26.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
26.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
26.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
25.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
ICAM2 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
10.6
Number of samples
486
Samples
Sample
Description
TPM
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
105.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
42.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
6.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
6.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
6.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
6.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
6.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
6.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
6.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
5.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
5.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
5.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
5.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
5.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
5.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
4.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
4.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
4.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
4.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
4.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
4.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
4.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
4.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
4.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
4.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
4.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
4.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
4.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
3.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
3.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
3.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
3.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
3.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
3.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
3.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
3.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
3.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
3.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
3.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
2.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
1.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
1.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
1.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
1.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
1.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
1.2
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.
ICAM2 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
15.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
56.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
39.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
33.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
32.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
28.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
24.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.6
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.
ICAM2 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
9.9
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
40.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
7.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
6.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
6.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
6.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
5.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
5.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
5.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
5.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
5.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
5.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
5.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
5.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
4.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
4.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
4.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
4.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
4.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
4.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
4.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
4.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
3.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
3.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
3.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
3.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
3.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
3.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
3.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
3.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
3.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
2.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
2.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
2.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
1.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
1.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.7
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.9
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
