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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.
CMTM8 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
16.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
43.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
34.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
32.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
28.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
27.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
26.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 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.
CMTM8 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
13.4
Number of samples
486
Samples
Sample
Description
TPM
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
7.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
6.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
6.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
5.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
4.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
3.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
CMTM8 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
18.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
39.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
37.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
35.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
31.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
28.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CMTM8 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
12.8
Number of samples
207
Samples
Sample
Description
TPM
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
6.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
6.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
5.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
5.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
