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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.
MARF1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MARF1 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
19.9
Number of samples
486
Samples
Sample
Description
TPM
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
42.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
31.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MARF1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
MARF1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.8
Number of samples
207
Samples
Sample
Description
TPM
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
54.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
41.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
36.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
32.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.3
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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
