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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.
MTMR3 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
8.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
MTMR3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.3
Number of samples
486
Samples
Sample
Description
TPM
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
34.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.5
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.
MTMR3 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
7.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTMR3 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
17.5
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.9
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.7
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.8
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-1.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-1.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.6
b2400046-1d25-429d-a821-6040a6
Tumor
-2.0
8cc7e656-0152-4359-8566-0581c3
Tumor
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
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
853ecf90-71e6-4156-a56f-a34b65_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
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
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
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
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
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
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
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_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
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
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
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
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
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_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
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_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
