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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.
CCM2 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
28.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
60.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
60.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
58.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
53.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
53.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
52.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
52.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
50.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
48.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
47.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
47.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
47.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
46.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
46.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
45.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
44.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
44.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
44.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
43.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
43.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
43.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
43.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
42.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
42.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
42.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
42.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
41.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
41.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
40.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
40.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
39.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
39.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
39.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
38.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
38.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
38.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
38.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
38.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
38.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
38.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
37.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
37.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
37.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
37.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
37.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
36.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
36.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
36.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
36.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
36.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
35.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
35.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
35.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
34.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
34.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
34.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
34.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
34.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
34.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
33.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
32.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
32.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
32.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
32.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
32.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
32.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
32.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
32.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
31.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
31.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
31.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
31.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
31.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
31.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
31.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
31.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
30.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
30.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
30.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
30.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
30.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
30.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
30.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
30.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
29.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
28.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
27.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
26.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
25.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
24.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
24.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
23.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
CCM2 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
16.4
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCM2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
64.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
45.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
44.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
43.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
40.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
40.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
39.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
39.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
38.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
35.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
34.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
34.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
34.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
34.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
33.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
33.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
33.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
32.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
31.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
30.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
30.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
28.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
28.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
25.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
CCM2 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
14.9
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
39.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
