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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.
MTMR10 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
4.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
MTMR10 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
10.5
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
6.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
6.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
6.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
5.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
5.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
5.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
5.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
4.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
3.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MTMR10 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
4.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
MTMR10 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
9.7
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
6.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
4.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
3.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.1
8cc7e656-0152-4359-8566-0581c3
Tumor
1.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
1.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
1.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.9
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.8
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.8
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.9
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
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
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
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
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_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
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_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
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
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
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
