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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.
CMTM3 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
12.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
89.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
66.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
59.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
52.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
43.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
41.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
36.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
35.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
35.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
28.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
27.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
26.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
CMTM3 is potential prognostic, high expression is unfavorable 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
20.7
Number of samples
486
Samples
Sample
Description
TPM
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
60.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
59.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
59.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
58.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
56.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
55.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
53.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
52.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
51.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
51.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
50.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
50.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
50.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
48.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
44.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
43.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
43.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
40.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
40.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
39.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
39.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
38.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
38.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
38.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
36.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
36.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
35.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
34.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
34.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
32.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
29.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
29.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CMTM3 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
12.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
52.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
48.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
47.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
38.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
CMTM3 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
19.8
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
66.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
58.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
58.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
55.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
54.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
54.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
50.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
45.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
44.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
44.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
42.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
42.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
41.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
39.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
39.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
38.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
35.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
34.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
32.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
31.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.8
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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
