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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.
PCGF5 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
9.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
48.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
27.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
PCGF5 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
14.8
Number of samples
486
Samples
Sample
Description
TPM
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
PCGF5 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
9.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PCGF5 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
13.8
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.7
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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
