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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.
MCAM 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
28.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
255.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
156.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
134.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
90.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
77.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
75.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
70.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
69.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
68.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
65.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
65.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
63.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
59.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
58.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
57.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
56.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
55.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
54.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
54.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
54.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
53.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
53.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
53.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
52.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
52.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
51.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
50.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
50.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
49.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
49.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
48.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
48.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
47.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
46.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
45.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
45.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
44.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
44.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
44.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
44.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
43.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
43.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
43.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
42.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
42.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
42.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
42.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
41.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
41.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
41.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
41.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
41.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
41.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
38.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
38.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
37.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
37.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
37.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
37.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
37.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
36.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
36.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
36.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
35.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
34.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
34.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
34.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
32.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
31.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
31.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
31.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
31.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
31.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
30.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
30.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
28.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
28.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
26.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
25.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MCAM 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
36.7
Number of samples
486
Samples
Sample
Description
TPM
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
155.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
145.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
138.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
127.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
117.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
105.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
104.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
101.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
100.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
90.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
90.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
90.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
88.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
84.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
82.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
81.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
78.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
76.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
76.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
71.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
67.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
65.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
64.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
64.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
62.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
62.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
61.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
61.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
60.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
60.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
60.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
60.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
60.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
60.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
60.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
59.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
58.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
58.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
58.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
58.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
58.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
57.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
57.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
57.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
56.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
56.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
56.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
56.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
55.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
55.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
55.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
54.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
54.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
54.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
53.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
53.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
53.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
53.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
53.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
53.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
52.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
52.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
51.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
51.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
51.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
51.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
51.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
51.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
51.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
51.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
51.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
50.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
50.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
50.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
49.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
49.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
49.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
49.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
49.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
49.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
49.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
49.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
48.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
48.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
48.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
48.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
48.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
48.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
48.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
47.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
47.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
47.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
47.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
47.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
46.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
46.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
46.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
46.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
46.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
46.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
45.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
45.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
45.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
45.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
45.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
45.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
45.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
45.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
45.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
45.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
45.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
44.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
44.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
44.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
44.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
44.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
44.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
44.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
44.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
43.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
43.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
43.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
43.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
43.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
43.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
43.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
42.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
42.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
42.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
42.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
42.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
42.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
42.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
42.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
42.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
42.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
42.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
42.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
41.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
41.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
41.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
41.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
41.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
41.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
41.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
41.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
40.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
40.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
40.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
40.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
40.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
40.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
40.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
40.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
40.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
39.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
39.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
39.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
39.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
39.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
39.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
38.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
38.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
38.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
38.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
38.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
38.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
38.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
37.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
37.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
37.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
37.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
37.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
37.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
36.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
36.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
36.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
36.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
36.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
36.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
36.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
36.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
36.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
36.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
36.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
35.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
35.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
35.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
34.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
34.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
34.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
34.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
34.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
33.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
33.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
33.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
32.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
30.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
30.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
MCAM 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
29.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
171.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
75.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
67.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
62.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
58.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
58.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
56.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
51.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
49.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
49.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
48.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
48.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
48.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
48.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
47.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
45.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
38.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
38.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
37.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
36.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
36.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
36.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
35.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
34.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
33.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
33.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
32.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
31.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
30.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
30.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
29.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
27.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.2
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.
MCAM 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
38.1
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
182.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
136.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
106.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
105.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
104.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
101.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
97.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
93.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
88.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
86.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
82.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
80.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
79.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
78.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
76.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
76.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
72.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
67.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
67.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
66.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
64.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
63.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
60.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
59.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
56.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
54.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
53.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
53.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
53.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
52.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
52.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
52.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
52.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
52.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
51.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
51.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
51.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
51.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
50.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
50.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
49.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
48.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
48.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
48.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
47.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
47.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
47.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
47.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
47.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
46.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
46.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
46.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
45.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
45.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
45.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
44.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
44.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
44.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
44.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
43.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
42.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
42.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
42.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
42.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
42.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
41.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
41.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
41.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
41.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
41.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
41.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
40.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
39.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
39.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
39.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
39.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
38.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
38.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
37.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
37.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
37.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
37.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
37.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
36.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
36.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
36.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
35.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
35.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
35.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
35.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
35.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
35.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
34.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
34.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
34.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
33.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
29.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
2.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
2.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.9
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
1.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
1.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
1.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.0
1c070992-647b-4173-a481-904c4d_D2
Normal
1.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
1.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
1.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
1.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
1.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.9
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.9
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.9
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.9
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.9
41a04113-2061-4923-bca5-da586c_D2
Normal
0.9
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.9
963fc8db-f412-4427-a198-23f660_D2
Normal
0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.8
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.8
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.8
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.8
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.7
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.7
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.7
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.8
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.8
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.8
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.8
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.8
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.8
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.8
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.8
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.9
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.9
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.9
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-1.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-1.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-1.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-1.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-1.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-1.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.6
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
