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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.
MRTFB 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
5.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.3
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
1.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
MRTFB 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
24.3
Number of samples
486
Samples
Sample
Description
TPM
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
52.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
40.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
40.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
39.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
38.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
37.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
36.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
34.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
33.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
32.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
32.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
30.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
MRTFB 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
5.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MRTFB 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
24.3
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
39.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
36.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
