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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.
MRTFA 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
13.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
37.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
MRTFA 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
24.8
Number of samples
486
Samples
Sample
Description
TPM
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
50.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
48.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
42.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
41.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
40.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
40.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
40.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
39.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
39.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
38.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
37.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
36.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
35.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
34.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
34.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
33.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
32.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
30.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
MRTFA is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
MRTFA is potential prognostic, high expression is favorable 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
24.1
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
45.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
42.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
41.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
40.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
38.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
36.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
35.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
34.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.2
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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
