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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.
FRMD4B 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
5.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FRMD4B 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
16.6
Number of samples
486
Samples
Sample
Description
TPM
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
FRMD4B 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
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
FRMD4B 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
15.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
82.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
6.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.5
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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
