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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.
CMTM7 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
20.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
88.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
78.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
74.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
64.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
59.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
50.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
49.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
48.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
44.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
43.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
39.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
39.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
38.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
38.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
38.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
38.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
37.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
37.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
36.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
36.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
35.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
35.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
34.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
34.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
34.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
33.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
32.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
32.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
32.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
32.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
32.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
31.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
29.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
29.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
27.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
27.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
26.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
26.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
25.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
25.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
24.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
23.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
22.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 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.
CMTM7 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.9
Number of samples
486
Samples
Sample
Description
TPM
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
103.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
87.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
68.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
65.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
62.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
60.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
60.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
60.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
52.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
52.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
50.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
50.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
48.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
46.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
46.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
44.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
43.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
43.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
43.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
42.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
42.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
42.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
41.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
40.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
40.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
38.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
38.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
38.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
38.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
38.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
37.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
37.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
37.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
36.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
35.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
35.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
34.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
34.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
33.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
8.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
5.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
4.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
CMTM7 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
21.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
70.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
56.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
45.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
38.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
37.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
36.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
35.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
34.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
34.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
33.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
32.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
31.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
29.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
26.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
25.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
20.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 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.
CMTM7 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
18.9
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
47.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
44.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
39.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
37.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
34.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
34.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
31.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
4.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
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
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
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
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_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
c7aeb685-31b3-445e-8177-a3e729_D3
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
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
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
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
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
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_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
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
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
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
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
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_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
3765c09a-fff7-4b37-bf2b-452b23_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
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
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
87408d9e-4029-4e8f-b14c-8efc04_D3
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
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
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
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
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
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_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
5271982c-5de1-4d6e-b414-b1f3ef_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.
The Human Protein Atlas project is funded
